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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 403572  46.302%  (97.395% of non-spam corpus)
# Correctly spam:     209805  24.071%  (45.886% of spam corpus)
# False positives:     10795  1.239%  (2.605% of nonspam, 353812 weighted)
# False negatives:    247430  28.388%  (54.114% of spam, 532206 weighted)
# Average score for spam:  6.9    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              871602  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50273  97.36%
# Correctly spam:      26215  45.98%
# False positives:      1364  2.64%
# False negatives:     30794  54.02%
# TCR(l=50): 0.575883  SpamRecall: 45.984%  SpamPrec: 95.054%

##### 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: 404185  97.54%
# Correctly spam:     179218  39.20%
# False positives:     10182  2.46%
# False negatives:    278017  60.80%
# TCR(l=50): 0.580898  SpamRecall: 39.196%  SpamPrec: 94.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50394  97.59%
# Correctly spam:      22505  39.48%
# False positives:      1243  2.41%
# False negatives:     34504  60.52%
# TCR(l=50): 0.589826  SpamRecall: 39.476%  SpamPrec: 94.766%