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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150687  12.405%  (98.929% of non-spam corpus)
# Correctly spam:     1011216  83.249%  (95.185% of spam corpus)
# False positives:      1631  0.134%  (1.071% of nonspam, 825890 weighted)
# False negatives:     51153  4.211%  (4.815% of spam,  96798 weighted)
# Average score for spam:  13.7    nonspam: -0.7
# Average for false-pos:   7.3  false-neg: 1.9
# TOTAL:              1214687  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18939  98.89%
# Correctly spam:     126263  95.21%
# False positives:       213  1.11%
# False negatives:      6355  4.79%
# TCR(l=50): 7.798765  SpamRecall: 95.208%  SpamPrec: 99.832%

##### 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: 148571  97.54%
# Correctly spam:     651947  61.37%
# False positives:      3747  2.46%
# False negatives:    410422  38.63%
# TCR(l=50): 1.777214  SpamRecall: 61.367%  SpamPrec: 99.429%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18671  97.49%
# Correctly spam:      81330  61.33%
# False positives:       481  2.51%
# False negatives:     51288  38.67%
# TCR(l=50): 1.760307  SpamRecall: 61.327%  SpamPrec: 99.412%