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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 195321  21.364%  (96.902% of non-spam corpus)
# Correctly spam:     111152  12.157%  (15.596% of spam corpus)
# False positives:      6245  0.683%  (3.098% of nonspam, 661974 weighted)
# False negatives:    601550  65.796%  (84.404% of spam, 1501809 weighted)
# Average score for spam:  3.5    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              914268  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24398  96.82%
# Correctly spam:      13847  15.57%
# False positives:       802  3.18%
# False negatives:     75079  84.43%
# TCR(l=50): 0.772068  SpamRecall: 15.571%  SpamPrec: 94.525%

##### 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: 195490  96.99%
# Correctly spam:      88889  12.47%
# False positives:      6076  3.01%
# False negatives:    623813  87.53%
# TCR(l=50): 0.768318  SpamRecall: 12.472%  SpamPrec: 93.602%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24438  96.98%
# Correctly spam:      11061  12.44%
# False positives:       762  3.02%
# False negatives:     77865  87.56%
# TCR(l=50): 0.766835  SpamRecall: 12.438%  SpamPrec: 93.555%