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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180268  34.309%  (99.241% of non-spam corpus)
# Correctly spam:     254000  48.342%  (73.886% of spam corpus)
# False positives:      1379  0.262%  (0.759% of nonspam, 167550 weighted)
# False negatives:     89774  17.086%  (26.114% of spam, 234259 weighted)
# Average score for spam:  13.7    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              525421  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22619  99.16%
# Correctly spam:      31542  73.58%
# False positives:       191  0.84%
# False negatives:     11323  26.42%
# TCR(l=50): 2.053610  SpamRecall: 73.585%  SpamPrec: 99.398%

##### 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: 180684  99.47%
# Correctly spam:     185036  53.82%
# False positives:       963  0.53%
# False negatives:    158738  46.18%
# TCR(l=50): 1.661643  SpamRecall: 53.825%  SpamPrec: 99.482%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22700  99.52%
# Correctly spam:      22966  53.58%
# False positives:       110  0.48%
# False negatives:     19899  46.42%
# TCR(l=50): 1.687665  SpamRecall: 53.578%  SpamPrec: 99.523%