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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 832090  42.196%  (99.670% of non-spam corpus)
# Correctly spam:     970035  49.191%  (85.304% of spam corpus)
# False positives:      2751  0.140%  (0.330% of nonspam, 113727 weighted)
# False negatives:    167109  8.474%  (14.695% of spam, 437234 weighted)
# Average score for spam:  10.7    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1971985  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 103679  99.62%
# Correctly spam:     121035  85.29%
# False positives:       397  0.38%
# False negatives:     20877  14.71%
# TCR(l=50): 3.484470  SpamRecall: 85.289%  SpamPrec: 99.673%

##### 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: 826450  98.99%
# Correctly spam:     421599  37.08%
# False positives:      8391  1.01%
# False negatives:    715545  62.92%
# TCR(l=50): 1.001805  SpamRecall: 37.075%  SpamPrec: 98.049%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 103031  99.00%
# Correctly spam:      52775  37.19%
# False positives:      1045  1.00%
# False negatives:     89137  62.81%
# TCR(l=50): 1.003713  SpamRecall: 37.189%  SpamPrec: 98.058%