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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112746  9.344%  (99.492% of non-spam corpus)
# Correctly spam:     1038776  86.094%  (95.018% of spam corpus)
# False positives:       576  0.048%  (0.508% of nonspam, 489639 weighted)
# False negatives:     54463  4.514%  (4.982% of spam, 107434 weighted)
# Average score for spam:  11.6    nonspam: -0.5
# Average for false-pos:   8.8  false-neg: 2.0
# TOTAL:              1206561  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14233  99.39%
# Correctly spam:     129572  94.99%
# False positives:        88  0.61%
# False negatives:      6829  5.01%
# TCR(l=50): 12.147208  SpamRecall: 94.993%  SpamPrec: 99.932%

##### 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: 111003  97.95%
# Correctly spam:     687777  62.91%
# False positives:      2319  2.05%
# False negatives:    405462  37.09%
# TCR(l=50): 2.096689  SpamRecall: 62.912%  SpamPrec: 99.664%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14064  98.21%
# Correctly spam:      85807  62.91%
# False positives:       257  1.79%
# False negatives:     50594  37.09%
# TCR(l=50): 2.149943  SpamRecall: 62.908%  SpamPrec: 99.701%