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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154765  41.473%  (99.540% of non-spam corpus)
# Correctly spam:     113369  30.380%  (52.078% of spam corpus)
# False positives:       715  0.192%  (0.460% of nonspam,  58371 weighted)
# False negatives:    104323  27.956%  (47.922% of spam, 284585 weighted)
# Average score for spam:  9.4    nonspam: -0.6
# Average for false-pos:   5.8  false-neg: 2.7
# TOTAL:              373172  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19476  99.56%
# Correctly spam:      14023  51.45%
# False positives:        86  0.44%
# False negatives:     13233  48.55%
# TCR(l=50): 1.554554  SpamRecall: 51.449%  SpamPrec: 99.390%

##### 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: 154961  99.67%
# Correctly spam:      88677  40.74%
# False positives:       519  0.33%
# False negatives:    129015  59.26%
# TCR(l=50): 1.404782  SpamRecall: 40.735%  SpamPrec: 99.418%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19506  99.71%
# Correctly spam:      11068  40.61%
# False positives:        56  0.29%
# False negatives:     16188  59.39%
# TCR(l=50): 1.435433  SpamRecall: 40.608%  SpamPrec: 99.497%