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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254520  37.909%  (95.777% of non-spam corpus)
# Correctly spam:     322851  48.086%  (79.587% of spam corpus)
# False positives:     11221  1.671%  (4.223% of nonspam, 492222 weighted)
# False negatives:     82806  12.333%  (20.413% of spam, 194059 weighted)
# Average score for spam:  12.7    nonspam: 1.3
# Average for false-pos:   5.7  false-neg: 2.3
# TOTAL:              671398  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31750  95.50%
# Correctly spam:      40404  79.87%
# False positives:      1495  4.50%
# False negatives:     10182  20.13%
# TCR(l=50): 0.595606  SpamRecall: 79.872%  SpamPrec: 96.432%

##### 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: 253795  95.50%
# Correctly spam:     204942  50.52%
# False positives:     11946  4.50%
# False negatives:    200715  49.48%
# TCR(l=50): 0.508333  SpamRecall: 50.521%  SpamPrec: 94.492%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31763  95.54%
# Correctly spam:      25619  50.64%
# False positives:      1482  4.46%
# False negatives:     24967  49.36%
# TCR(l=50): 0.510624  SpamRecall: 50.644%  SpamPrec: 94.532%