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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165197  50.045%  (96.347% of non-spam corpus)
# Correctly spam:      99825  30.241%  (62.927% of spam corpus)
# False positives:      6263  1.897%  (3.653% of nonspam, 174213 weighted)
# False negatives:     58811  17.816%  (37.073% of spam, 120462 weighted)
# Average score for spam:  8.6    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              330096  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20773  96.19%
# Correctly spam:      12573  62.93%
# False positives:       823  3.81%
# False negatives:      7407  37.07%
# TCR(l=50): 0.411475  SpamRecall: 62.928%  SpamPrec: 93.856%

##### 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: 165533  96.54%
# Correctly spam:      33893  21.37%
# False positives:      5927  3.46%
# False negatives:    124743  78.63%
# TCR(l=50): 0.376724  SpamRecall: 21.365%  SpamPrec: 85.116%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20834  96.47%
# Correctly spam:       4242  21.23%
# False positives:       762  3.53%
# False negatives:     15738  78.77%
# TCR(l=50): 0.371113  SpamRecall: 21.231%  SpamPrec: 84.772%