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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152376  34.666%  (90.749% of non-spam corpus)
# Correctly spam:     146801  33.397%  (54.040% of spam corpus)
# False positives:     15534  3.534%  (9.251% of nonspam, 2464036 weighted)
# False negatives:    124849  28.403%  (45.960% of spam, 392279 weighted)
# Average score for spam:  6.3    nonspam: 1.0
# Average for false-pos:   9.8  false-neg: 3.1
# TOTAL:              439560  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19203  90.82%
# Correctly spam:      18693  55.04%
# False positives:      1940  9.18%
# False negatives:     15270  44.96%
# TCR(l=50): 0.302512  SpamRecall: 55.039%  SpamPrec: 90.598%

##### 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: 161719  96.31%
# Correctly spam:      31940  11.76%
# False positives:      6191  3.69%
# False negatives:    239710  88.24%
# TCR(l=50): 0.494575  SpamRecall: 11.758%  SpamPrec: 83.764%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20375  96.37%
# Correctly spam:       4026  11.85%
# False positives:       768  3.63%
# False negatives:     29937  88.15%
# TCR(l=50): 0.496993  SpamRecall: 11.854%  SpamPrec: 83.980%
