Run
478012

Run 478012

Task 10082 (Learning Curve) pc3 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
0.6063 ± 0.0989
Per class
F measure
0.8609 ± 0.0193
Per class
Kappa
0.1762 ± 0.1193
KB relative information score
-80.8415 ± 25.1658
Mean absolute error
0.1548 ± 0.0209
Mean prior absolute error
0.1842 ± 0.0023
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_36, amd64, Linux, 3.5.0-54-generic]
Precision
0.851 ± 0.0249
Per class
Predictive accuracy
0.8746 ± 0.0221
Prior entropy
0.478
Recall
0.8746 ± 0.0221
Per class
Relative absolute error
0.8405 ± 0.1139
Root mean prior squared error
0.3031 ± 0.0038
Root mean squared error
0.3384 ± 0.0337
Root relative squared error
1.1163 ± 0.1147
SciMark benchmark
1801.8585
UserCPU time millis
50
UserCPU time millis training
50