DEVELOPMENT... OpenML
Run
32152

Run 32152

Task 4456 (Supervised Classification) fri_c0_500_50 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
0.9118
Per class
Build CPU time
3.591
Build memory
155436347.28
F measure
0.8336
Per class
Kappa
0.6677
KB relative information score
2501.8322
Mean absolute error
0.268
Mean prior absolute error
0.4997
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8385
Per class
Predictive accuracy
0.8344
Prior entropy
0.9996
Recall
0.8344
Per class
Relative absolute error
0.5363
Root mean prior squared error
0.4999
Root mean squared error
0.3465
Root relative squared error
0.6933
SciMark benchmark
945.8381