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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142517  49.861%  (97.776% of non-spam corpus)
# Correctly spam:     127897  44.746%  (91.308% of spam corpus)
# False positives:      3242  1.134%  (2.224% of nonspam,  97983 weighted)
# False negatives:     12175  4.260%  (8.692% of spam,  30998 weighted)
# Average score for spam:  13.2    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              285831  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17870  97.76%
# Correctly spam:      16062  91.47%
# False positives:       410  2.24%
# False negatives:      1498  8.53%
# TCR(l=50): 0.798254  SpamRecall: 91.469%  SpamPrec: 97.511%

##### 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: 144352  99.03%
# Correctly spam:      76504  54.62%
# False positives:      1407  0.97%
# False negatives:     63568  45.38%
# TCR(l=50): 1.045953  SpamRecall: 54.618%  SpamPrec: 98.194%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18107  99.05%
# Correctly spam:       9569  54.49%
# False positives:       173  0.95%
# False negatives:      7991  45.51%
# TCR(l=50): 1.055225  SpamRecall: 54.493%  SpamPrec: 98.224%