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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 125898  15.864%  (93.460% of non-spam corpus)
# Correctly spam:     530393  66.835%  (80.499% of spam corpus)
# False positives:      8810  1.110%  (6.540% of nonspam, 1338043 weighted)
# False negatives:    128486  16.191%  (19.501% of spam, 385583 weighted)
# Average score for spam:  8.2    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 3.0
# TOTAL:              793587  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15773  93.45%
# Correctly spam:      66389  80.78%
# False positives:      1106  6.55%
# False negatives:     15791  19.22%
# TCR(l=50): 1.155983  SpamRecall: 80.785%  SpamPrec: 98.361%

##### 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: 126672  94.03%
# Correctly spam:      66560  10.10%
# False positives:      8036  5.97%
# False negatives:    592319  89.90%
# TCR(l=50): 0.662777  SpamRecall: 10.102%  SpamPrec: 89.227%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15864  93.99%
# Correctly spam:       8189  9.96%
# False positives:      1015  6.01%
# False negatives:     73991  90.04%
# TCR(l=50): 0.658805  SpamRecall: 9.965%  SpamPrec: 88.972%