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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174846  39.277%  (94.709% of non-spam corpus)
# Correctly spam:     146505  32.910%  (56.229% of spam corpus)
# False positives:      9767  2.194%  (5.291% of nonspam, 423541 weighted)
# False negatives:    114047  25.619%  (43.771% of spam, 193640 weighted)
# Average score for spam:  16.0    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              445165  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21882  94.45%
# Correctly spam:      18296  56.20%
# False positives:      1286  5.55%
# False negatives:     14260  43.80%
# TCR(l=50): 0.414409  SpamRecall: 56.199%  SpamPrec: 93.433%

##### 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: 174951  94.77%
# Correctly spam:     119687  45.94%
# False positives:      9662  5.23%
# False negatives:    140865  54.06%
# TCR(l=50): 0.417575  SpamRecall: 45.936%  SpamPrec: 92.530%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21949  94.74%
# Correctly spam:      14922  45.83%
# False positives:      1219  5.26%
# False negatives:     17634  54.17%
# TCR(l=50): 0.414283  SpamRecall: 45.835%  SpamPrec: 92.448%