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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183222  28.016%  (94.676% of non-spam corpus)
# Correctly spam:     278324  42.557%  (60.443% of spam corpus)
# False positives:     10304  1.576%  (5.324% of nonspam, 747788 weighted)
# False negatives:    182147  27.851%  (39.557% of spam, 344516 weighted)
# Average score for spam:  13.1    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              653997  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22912  94.49%
# Correctly spam:      34820  60.66%
# False positives:      1336  5.51%
# False negatives:     22580  39.34%
# TCR(l=50): 0.642202  SpamRecall: 60.662%  SpamPrec: 96.305%

##### 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: 183383  94.76%
# Correctly spam:     195523  42.46%
# False positives:     10143  5.24%
# False negatives:    264948  57.54%
# TCR(l=50): 0.596389  SpamRecall: 42.462%  SpamPrec: 95.068%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22964  94.70%
# Correctly spam:      24377  42.47%
# False positives:      1284  5.30%
# False negatives:     33023  57.53%
# TCR(l=50): 0.590395  SpamRecall: 42.469%  SpamPrec: 94.996%