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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 267618  52.368%  (99.699% of non-spam corpus)
# Correctly spam:     136770  26.764%  (56.376% of spam corpus)
# False positives:       809  0.158%  (0.301% of nonspam,  22621 weighted)
# False negatives:    105834  20.710%  (43.624% of spam, 206009 weighted)
# Average score for spam:  7.2    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              511031  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33452  99.72%
# Correctly spam:      17211  56.72%
# False positives:        95  0.28%
# False negatives:     13135  43.28%
# TCR(l=50): 1.696729  SpamRecall: 56.716%  SpamPrec: 99.451%

##### 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: 258714  96.38%
# Correctly spam:      93913  38.71%
# False positives:      9713  3.62%
# False negatives:    148691  61.29%
# TCR(l=50): 0.382450  SpamRecall: 38.710%  SpamPrec: 90.627%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32313  96.32%
# Correctly spam:      11684  38.50%
# False positives:      1234  3.68%
# False negatives:     18662  61.50%
# TCR(l=50): 0.377616  SpamRecall: 38.503%  SpamPrec: 90.447%