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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 876233  37.409%  (99.538% of non-spam corpus)
# Correctly spam:     522382  22.302%  (35.731% of spam corpus)
# False positives:      4066  0.174%  (0.462% of nonspam, 190436 weighted)
# False negatives:    939609  40.115%  (64.269% of spam, 2001796 weighted)
# Average score for spam:  4.7    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.1
# TOTAL:              2342290  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 109320  99.49%
# Correctly spam:      65102  35.65%
# False positives:       556  0.51%
# False negatives:    117504  64.35%
# TCR(l=50): 1.256717  SpamRecall: 35.652%  SpamPrec: 99.153%

##### 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: 868694  98.68%
# Correctly spam:     364993  24.97%
# False positives:     11605  1.32%
# False negatives:    1096998  75.03%
# TCR(l=50): 0.871661  SpamRecall: 24.965%  SpamPrec: 96.918%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 108447  98.70%
# Correctly spam:      45197  24.75%
# False positives:      1429  1.30%
# False negatives:    137409  75.25%
# TCR(l=50): 0.874303  SpamRecall: 24.751%  SpamPrec: 96.935%