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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155507  38.940%  (98.485% of non-spam corpus)
# Correctly spam:     232476  58.214%  (96.283% of spam corpus)
# False positives:      2392  0.599%  (1.515% of nonspam, 116870 weighted)
# False negatives:      8974  2.247%  (3.717% of spam,  22514 weighted)
# Average score for spam:  13.0    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              399349  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19576  98.43%
# Correctly spam:      29119  96.39%
# False positives:       313  1.57%
# False negatives:      1089  3.61%
# TCR(l=50): 1.804648  SpamRecall: 96.395%  SpamPrec: 98.937%

##### 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: 156539  99.14%
# Correctly spam:     154607  64.03%
# False positives:      1360  0.86%
# False negatives:     86843  35.97%
# TCR(l=50): 1.559321  SpamRecall: 64.033%  SpamPrec: 99.128%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19700  99.05%
# Correctly spam:      19266  63.78%
# False positives:       189  0.95%
# False negatives:     10942  36.22%
# TCR(l=50): 1.481365  SpamRecall: 63.778%  SpamPrec: 99.029%