DEVELOPMENT... OpenML
Run
32423

Run 32423

Task 3495 (Supervised Classification) SPECT Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

21 Evaluation measures

Area under ROC curve
0.7892
Per class
Build CPU time
0.3401
Build memory
754244901.0637
F measure
0.8322
Per class
Kappa
0.4611
KB relative information score
61.851
Mean absolute error
0.2364
Mean prior absolute error
0.3284
Number of instances
267
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8303
Per class
Predictive accuracy
0.8427
Prior entropy
0.738
Recall
0.8427
Per class
Relative absolute error
0.7197
Root mean prior squared error
0.4044
Root mean squared error
0.3508
Root relative squared error
0.8674
SciMark benchmark
943.9973