Run
437605

Run 437605

Task 7532 (Learning Curve) monks-problems-1 Uploaded 13-05-2015 by Joaquin Vanschoren
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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
0.9846 ± 0.0164
Per class
F measure
0.9172 ± 0.0397
Per class
Kappa
0.8345 ± 0.079
KB relative information score
0.869 ± 0.0607
Mean absolute error
0.0635 ± 0.0291
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9176 ± 0.0384
Per class
Predictive accuracy
0.9173 ± 0.0395
Prior entropy
1
Recall
0.9173 ± 0.0395
Per class
Relative absolute error
0.1271 ± 0.0582
Root mean prior squared error
0.5
Root mean squared error
0.2081 ± 0.055
Root relative squared error
0.4161 ± 0.11
SciMark benchmark
913.9348
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40