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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 891050  35.063%  (98.956% of non-spam corpus)
# Correctly spam:     1346199  52.973%  (82.044% of spam corpus)
# False positives:      9405  0.370%  (1.044% of nonspam, 1422928 weighted)
# False negatives:    294624  11.594%  (17.956% of spam, 1036402 weighted)
# Average score for spam:  8.3    nonspam: -1.9
# Average for false-pos:   8.3  false-neg: 3.5
# TOTAL:              2541278  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 110329  98.14%
# Correctly spam:     168315  82.09%
# False positives:      2087  1.86%
# False negatives:     36730  17.91%
# TCR(l=50): 1.453395  SpamRecall: 82.087%  SpamPrec: 98.775%

##### 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: 895996  99.50%
# Correctly spam:     1107061  67.47%
# False positives:      4459  0.50%
# False negatives:    533762  32.53%
# TCR(l=50): 2.168359  SpamRecall: 67.470%  SpamPrec: 99.599%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 111834  99.48%
# Correctly spam:     138361  67.48%
# False positives:       582  0.52%
# False negatives:     66684  32.52%
# TCR(l=50): 2.140702  SpamRecall: 67.478%  SpamPrec: 99.581%