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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150690  12.403%  (98.916% of non-spam corpus)
# Correctly spam:     1011676  83.270%  (95.208% of spam corpus)
# False positives:      1652  0.136%  (1.084% of nonspam, 836451 weighted)
# False negatives:     50922  4.191%  (4.792% of spam,  95397 weighted)
# Average score for spam:  13.7    nonspam: -0.7
# Average for false-pos:   7.3  false-neg: 1.9
# TOTAL:              1214940  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18945  98.92%
# Correctly spam:     126279  95.21%
# False positives:       207  1.08%
# False negatives:      6357  4.79%
# TCR(l=50): 7.938948  SpamRecall: 95.207%  SpamPrec: 99.836%

##### 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: 148535  97.50%
# Correctly spam:     651971  61.36%
# False positives:      3807  2.50%
# False negatives:    410627  38.64%
# TCR(l=50): 1.768118  SpamRecall: 61.356%  SpamPrec: 99.419%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18704  97.66%
# Correctly spam:      81292  61.29%
# False positives:       448  2.34%
# False negatives:     51344  38.71%
# TCR(l=50): 1.798601  SpamRecall: 61.290%  SpamPrec: 99.452%