Run
154320

Run 154320

Task 2097 (Learning Curve) satimage Uploaded 10-02-2015 by Jan van Rijn
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  • study_2 study_37 weka weka_3.7.12
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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
0.9615 ± 0.0073
Per class
F measure
0.8715 ± 0.0174
Per class
Kappa
0.8447 ± 0.0205
KB relative information score
0.824 ± 0.0208
Mean absolute error
0.0573 ± 0.0074
Mean prior absolute error
0.2701 ± 0
Number of instances
6430
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8706 ± 0.0174
Per class
Predictive accuracy
0.8747 ± 0.0165
Prior entropy
2.4834 ± 0.0009
Recall
0.8747 ± 0.0165
Per class
Relative absolute error
0.212 ± 0.0274
Root mean prior squared error
0.3675 ± 0
Root mean squared error
0.1877 ± 0.0107
Root relative squared error
0.5109 ± 0.0292
SciMark benchmark
639.2945
UserCPU time millis
3480
UserCPU time millis training
3480