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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 674226  39.554%  (99.831% of non-spam corpus)
# Correctly spam:     954653  56.005%  (92.755% of spam corpus)
# False positives:      1139  0.067%  (0.169% of nonspam, 109534 weighted)
# False negatives:     74567  4.374%  (7.245% of spam, 123565 weighted)
# Average score for spam:  15.8    nonspam: -2.3
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              1704585  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84111  99.84%
# Correctly spam:     119132  92.73%
# False positives:       139  0.16%
# False negatives:      9333  7.27%
# TCR(l=50): 7.889517  SpamRecall: 92.735%  SpamPrec: 99.883%

##### 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: 673390  99.71%
# Correctly spam:     666772  64.78%
# False positives:      1975  0.29%
# False negatives:    362448  35.22%
# TCR(l=50): 2.231623  SpamRecall: 64.784%  SpamPrec: 99.705%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84030  99.74%
# Correctly spam:      83074  64.67%
# False positives:       220  0.26%
# False negatives:     45391  35.33%
# TCR(l=50): 2.278112  SpamRecall: 64.667%  SpamPrec: 99.736%