DEVELOPMENT... OpenML
Run
30473

Run 30473

Task 3887 (Supervised Classification) analcatdata_germangss 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)_I80
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
0.9348
Per class
Build CPU time
0.0286
Build memory
1487233871.2
F measure
0.9023
Per class
Kappa
0.7193
KB relative information score
235.5599
Mean absolute error
0.1403
Mean prior absolute error
0.3495
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9021
Per class
Predictive accuracy
0.9025
Prior entropy
0.7716
Recall
0.9025
Per class
Relative absolute error
0.4014
Root mean prior squared error
0.4176
Root mean squared error
0.272
Root relative squared error
0.6514
SciMark benchmark
943.8899