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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 397345  52.154%  (99.171% of non-spam corpus)
# Correctly spam:     175948  23.094%  (48.712% of spam corpus)
# False positives:      3321  0.436%  (0.829% of nonspam, 106681 weighted)
# False negatives:    185250  24.315%  (51.288% of spam, 389503 weighted)
# Average score for spam:  6.6    nonspam: 0.7
# Average for false-pos:   7.1  false-neg: 2.1
# TOTAL:              761864  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  49555  99.16%
# Correctly spam:      21823  48.51%
# False positives:       420  0.84%
# False negatives:     23166  51.49%
# TCR(l=50): 1.018634  SpamRecall: 48.507%  SpamPrec: 98.112%

##### 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: 391714  97.77%
# Correctly spam:     116278  32.19%
# False positives:      8952  2.23%
# False negatives:    244920  67.81%
# TCR(l=50): 0.521570  SpamRecall: 32.192%  SpamPrec: 92.852%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48855  97.76%
# Correctly spam:      14438  32.09%
# False positives:      1120  2.24%
# False negatives:     30551  67.91%
# TCR(l=50): 0.519798  SpamRecall: 32.092%  SpamPrec: 92.801%
