##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 216807  36.084%  (97.180% of non-spam corpus)
# Correctly spam:     316885  52.741%  (83.890% of spam corpus)
# False positives:      6292  1.047%  (2.820% of nonspam, 1092213 weighted)
# False negatives:     60852  10.128%  (16.110% of spam, 143869 weighted)
# Average score for spam:  10.7    nonspam: -0.2
# Average for false-pos:   10.3  false-neg: 2.4
# TOTAL:              600836  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27065  96.95%
# Correctly spam:      39488  83.86%
# False positives:       851  3.05%
# False negatives:      7599  16.14%
# TCR(l=50): 0.938942  SpamRecall: 83.862%  SpamPrec: 97.890%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 218734  98.04%
# Correctly spam:     131927  34.93%
# False positives:      4365  1.96%
# False negatives:    245810  65.07%
# TCR(l=50): 0.813983  SpamRecall: 34.926%  SpamPrec: 96.797%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27333  97.91%
# Correctly spam:      16558  35.16%
# False positives:       583  2.09%
# False negatives:     30529  64.84%
# TCR(l=50): 0.789005  SpamRecall: 35.165%  SpamPrec: 96.599%
