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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157625  24.116%  (98.759% of non-spam corpus)
# Correctly spam:     355884  54.449%  (72.040% of spam corpus)
# False positives:      1980  0.303%  (1.241% of nonspam, 191823 weighted)
# False negatives:    138123  21.132%  (27.960% of spam, 334616 weighted)
# Average score for spam:  6.9    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              653612  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19837  98.64%
# Correctly spam:      44665  72.41%
# False positives:       274  1.36%
# False negatives:     17015  27.59%
# TCR(l=50): 2.008139  SpamRecall: 72.414%  SpamPrec: 99.390%

##### 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: 152310  95.43%
# Correctly spam:     197956  40.07%
# False positives:      7295  4.57%
# False negatives:    296051  59.93%
# TCR(l=50): 0.747588  SpamRecall: 40.071%  SpamPrec: 96.446%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19129  95.12%
# Correctly spam:      24676  40.01%
# False positives:       982  4.88%
# False negatives:     37004  59.99%
# TCR(l=50): 0.716343  SpamRecall: 40.006%  SpamPrec: 96.173%