Run
181708

Run 181708

Task 3045 (Supervised Classification) wine Uploaded 25-02-2015 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
0.8827
Per class
Cross-validation details (33% Holdout set)
F measure
0.8262
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7377
Cross-validation details (33% Holdout set)
KB relative information score
41.9796
Cross-validation details (33% Holdout set)
Mean absolute error
0.1338
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4356
Cross-validation details (33% Holdout set)
Number of instances
58
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8381
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8276
Cross-validation details (33% Holdout set)
Prior entropy
1.5674
Cross-validation details (33% Holdout set)
Recall
0.8276
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3071
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4648
Cross-validation details (33% Holdout set)
Root mean squared error
0.3287
Cross-validation details (33% Holdout set)
Root relative squared error
0.7072
Cross-validation details (33% Holdout set)
SciMark benchmark
1346.9602
UserCPU time millis
10
Cross-validation details (33% Holdout set)
UserCPU time millis training
10
Cross-validation details (33% Holdout set)