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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 410852  85.550%  (99.526% of non-spam corpus)
# Correctly spam:      26591  5.537%  (39.429% of spam corpus)
# False positives:      1956  0.407%  (0.474% of nonspam,  21559 weighted)
# False negatives:     40849  8.506%  (60.571% of spam,  60408 weighted)
# Average score for spam:  6.3    nonspam: -0.8
# Average for false-pos:   6.7  false-neg: 1.5
# TOTAL:              480248  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  51199  99.49%
# Correctly spam:       3389  39.82%
# False positives:       264  0.51%
# False negatives:      5122  60.18%
# TCR(l=50): 0.464524  SpamRecall: 39.819%  SpamPrec: 92.773%

##### 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: 411433  99.67%
# Correctly spam:      14049  20.83%
# False positives:      1375  0.33%
# False negatives:     53391  79.17%
# TCR(l=50): 0.552149  SpamRecall: 20.832%  SpamPrec: 91.085%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  51295  99.67%
# Correctly spam:       1786  20.98%
# False positives:       168  0.33%
# False negatives:      6725  79.02%
# TCR(l=50): 0.562711  SpamRecall: 20.985%  SpamPrec: 91.402%