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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142609  43.184%  (99.552% of non-spam corpus)
# Correctly spam:      48689  14.744%  (26.039% of spam corpus)
# False positives:       642  0.194%  (0.448% of nonspam,  25870 weighted)
# False negatives:    138297  41.878%  (73.961% of spam, 201819 weighted)
# Average score for spam:  3.8    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 1.5
# TOTAL:              330237  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17901  99.61%
# Correctly spam:       6184  26.35%
# False positives:        70  0.39%
# False negatives:     17288  73.65%
# TCR(l=50): 1.129113  SpamRecall: 26.346%  SpamPrec: 98.881%

##### 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: 141324  98.65%
# Correctly spam:      22991  12.30%
# False positives:      1927  1.35%
# False negatives:    163995  87.70%
# TCR(l=50): 0.718224  SpamRecall: 12.296%  SpamPrec: 92.267%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17757  98.81%
# Correctly spam:       2912  12.41%
# False positives:       214  1.19%
# False negatives:     20560  87.59%
# TCR(l=50): 0.750864  SpamRecall: 12.406%  SpamPrec: 93.154%