Run
154341

Run 154341

Task 2098 (Learning Curve) abalone 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.

20 Evaluation measures

Area under ROC curve
0.7375 ± 0.0194
Per class
Kappa
0.1493 ± 0.025
KB relative information score
0.2315 ± 0.0214
Mean absolute error
0.0565 ± 0.0008
Mean prior absolute error
0.0618 ± 0
Number of instances
4177
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Predictive accuracy
0.2598 ± 0.0202
Prior entropy
3.6031 ± 0.0188
Recall
0.2598 ± 0.0202
Per class
Relative absolute error
0.9143 ± 0.0133
Root mean prior squared error
0.1757 ± 0
Root mean squared error
0.169 ± 0.0014
Root relative squared error
0.9619 ± 0.0078
SciMark benchmark
639.2945
UserCPU time millis
5510
UserCPU time millis testing
20
UserCPU time millis training
5490