DEVELOPMENT... OpenML
Run
32153

Run 32153

Task 4458 (Supervised Classification) cloud 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
0.8717
Per class
Build CPU time
0.1161
Build memory
1226066242.7259
F measure
0.801
Per class
Kappa
0.5079
KB relative information score
407.0592
Mean absolute error
0.2701
Mean prior absolute error
0.4185
Number of instances
1080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8035
Per class
Predictive accuracy
0.8102
Prior entropy
0.8813
Recall
0.8102
Per class
Relative absolute error
0.6453
Root mean prior squared error
0.4566
Root mean squared error
0.3588
Root relative squared error
0.7858
SciMark benchmark
943.9908