Run
477810

Run 477810

Task 1742 (Learning Curve) spambase Uploaded 30-11-2015 by Jan van Rijn
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9286 ± 0.0218
Per class
F measure
0.9296 ± 0.0173
Per class
Kappa
0.8524 ± 0.0364
KB relative information score
3777.9331 ± 16.9407
Mean absolute error
0.089 ± 0.0171
Mean prior absolute error
0.4776 ± 0.0002
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_36, amd64, Linux, 3.5.0-54-generic]
Precision
0.9295 ± 0.0173
Per class
Predictive accuracy
0.9296 ± 0.0172
Prior entropy
0.9674
Recall
0.9296 ± 0.0172
Per class
Relative absolute error
0.1864 ± 0.0359
Root mean prior squared error
0.4886 ± 0.0002
Root mean squared error
0.2598 ± 0.033
Root relative squared error
0.5317 ± 0.0677
SciMark benchmark
1692.1465
UserCPU time millis
270
UserCPU time millis training
270