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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 243657  27.454%  (95.655% of non-spam corpus)
# Correctly spam:     510589  57.531%  (80.690% of spam corpus)
# False positives:     11069  1.247%  (4.345% of nonspam, 805032 weighted)
# False negatives:    122191  13.768%  (19.310% of spam, 389077 weighted)
# Average score for spam:  9.0    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 3.2
# TOTAL:              887506  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30353  95.38%
# Correctly spam:      63625  80.56%
# False positives:      1469  4.62%
# False negatives:     15353  19.44%
# TCR(l=50): 0.889362  SpamRecall: 80.560%  SpamPrec: 97.743%

##### 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: 243178  95.47%
# Correctly spam:     379737  60.01%
# False positives:     11548  4.53%
# False negatives:    253043  39.99%
# TCR(l=50): 0.761979  SpamRecall: 60.011%  SpamPrec: 97.049%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30370  95.44%
# Correctly spam:      47367  59.97%
# False positives:      1452  4.56%
# False negatives:     31611  40.03%
# TCR(l=50): 0.757866  SpamRecall: 59.975%  SpamPrec: 97.026%