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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148592  18.730%  (95.856% of non-spam corpus)
# Correctly spam:     343277  43.270%  (53.778% of spam corpus)
# False positives:      6424  0.810%  (4.144% of nonspam, 828368 weighted)
# False negatives:    295040  37.190%  (46.222% of spam, 406465 weighted)
# Average score for spam:  13.3    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 1.4
# TOTAL:              793333  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18706  95.90%
# Correctly spam:      43336  54.40%
# False positives:       799  4.10%
# False negatives:     36333  45.60%
# TCR(l=50): 1.044387  SpamRecall: 54.395%  SpamPrec: 98.190%

##### 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: 149606  96.51%
# Correctly spam:     173162  27.13%
# False positives:      5410  3.49%
# False negatives:    465155  72.87%
# TCR(l=50): 0.867685  SpamRecall: 27.128%  SpamPrec: 96.970%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18832  96.55%
# Correctly spam:      21678  27.21%
# False positives:       673  3.45%
# False negatives:     57991  72.79%
# TCR(l=50): 0.869360  SpamRecall: 27.210%  SpamPrec: 96.989%