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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 208548  33.937%  (97.573% of non-spam corpus)
# Correctly spam:     333529  54.275%  (83.220% of spam corpus)
# False positives:      5188  0.844%  (2.427% of nonspam, 939995 weighted)
# False negatives:     67250  10.944%  (16.780% of spam, 181868 weighted)
# Average score for spam:  10.9    nonspam: -0.7
# Average for false-pos:   9.7  false-neg: 2.7
# TOTAL:              614515  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26069  97.42%
# Correctly spam:      41649  83.32%
# False positives:       691  2.58%
# False negatives:      8335  16.68%
# TCR(l=50): 1.165536  SpamRecall: 83.325%  SpamPrec: 98.368%

##### 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: 210450  98.46%
# Correctly spam:     161495  40.30%
# False positives:      3286  1.54%
# False negatives:    239284  59.70%
# TCR(l=50): 0.993050  SpamRecall: 40.295%  SpamPrec: 98.006%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26337  98.42%
# Correctly spam:      20176  40.36%
# False positives:       423  1.58%
# False negatives:     29808  59.64%
# TCR(l=50): 0.980886  SpamRecall: 40.365%  SpamPrec: 97.947%