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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152950  53.945%  (97.801% of non-spam corpus)
# Correctly spam:      67337  23.749%  (52.962% of spam corpus)
# False positives:      3439  1.213%  (2.199% of nonspam,  82562 weighted)
# False negatives:     59806  21.093%  (47.038% of spam,  87258 weighted)
# Average score for spam:  8.1    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 1.5
# TOTAL:              283532  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19208  97.64%
# Correctly spam:       8484  53.17%
# False positives:       464  2.36%
# False negatives:      7473  46.83%
# TCR(l=50): 0.520230  SpamRecall: 53.168%  SpamPrec: 94.814%

##### 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: 153015  97.84%
# Correctly spam:      35620  28.02%
# False positives:      3374  2.16%
# False negatives:     91523  71.98%
# TCR(l=50): 0.488592  SpamRecall: 28.016%  SpamPrec: 91.347%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19224  97.72%
# Correctly spam:       4422  27.71%
# False positives:       448  2.28%
# False negatives:     11535  72.29%
# TCR(l=50): 0.470222  SpamRecall: 27.712%  SpamPrec: 90.801%