Run
478015

Run 478015

Task 10085 (Learning Curve) sick 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
0.938 ± 0.0579
Per class
F measure
0.986 ± 0.0082
Per class
Kappa
0.8766 ± 0.0769
KB relative information score
3045.9945 ± 34.5539
Mean absolute error
0.0171 ± 0.0076
Mean prior absolute error
0.1152 ± 0.0007
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_36, amd64, Linux, 3.5.0-54-generic]
Precision
0.9859 ± 0.0082
Per class
Predictive accuracy
0.9862 ± 0.0076
Prior entropy
0.3333
Recall
0.9862 ± 0.0076
Per class
Relative absolute error
0.1488 ± 0.0658
Root mean prior squared error
0.2398 ± 0.0014
Root mean squared error
0.1135 ± 0.0331
Root relative squared error
0.4735 ± 0.1385
SciMark benchmark
1801.8585
UserCPU time millis
70
UserCPU time millis training
70