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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149368  18.216%  (99.233% of non-spam corpus)
# Correctly spam:     532765  64.973%  (79.582% of spam corpus)
# False positives:      1154  0.141%  (0.767% of nonspam, 319703 weighted)
# False negatives:    136693  16.670%  (20.418% of spam, 246832 weighted)
# Average score for spam:  14.3    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              819980  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18763  99.18%
# Correctly spam:      66515  79.60%
# False positives:       156  0.82%
# False negatives:     17047  20.40%
# TCR(l=50): 3.363062  SpamRecall: 79.600%  SpamPrec: 99.766%

##### 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: 150081  99.71%
# Correctly spam:     446692  66.72%
# False positives:       441  0.29%
# False negatives:    222766  33.28%
# TCR(l=50): 2.734535  SpamRecall: 66.724%  SpamPrec: 99.901%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18855  99.66%
# Correctly spam:      55641  66.59%
# False positives:        64  0.34%
# False negatives:     27921  33.41%
# TCR(l=50): 2.685068  SpamRecall: 66.586%  SpamPrec: 99.885%