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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185546  39.261%  (94.710% of non-spam corpus)
# Correctly spam:     158877  33.618%  (57.422% of spam corpus)
# False positives:     10363  2.193%  (5.290% of nonspam, 449088 weighted)
# False negatives:    117805  24.927%  (42.578% of spam, 220424 weighted)
# Average score for spam:  15.6    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              472591  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23134  94.41%
# Correctly spam:      19883  57.44%
# False positives:      1369  5.59%
# False negatives:     14731  42.56%
# TCR(l=50): 0.416129  SpamRecall: 57.442%  SpamPrec: 93.558%

##### 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: 185960  94.92%
# Correctly spam:     134568  48.64%
# False positives:      9949  5.08%
# False negatives:    142114  51.36%
# TCR(l=50): 0.432610  SpamRecall: 48.636%  SpamPrec: 93.116%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23206  94.71%
# Correctly spam:      16836  48.64%
# False positives:      1297  5.29%
# False negatives:     17778  51.36%
# TCR(l=50): 0.418914  SpamRecall: 48.639%  SpamPrec: 92.847%