DEVELOPMENT... OpenML
Run
30643

Run 30643

Task 4432 (Supervised Classification) fri_c4_250_10 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
0.9208
Per class
Build CPU time
0.2138
Build memory
827087494.88
F measure
0.8348
Per class
Kappa
0.6683
KB relative information score
1304.6683
Mean absolute error
0.2539
Mean prior absolute error
0.498
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8348
Per class
Predictive accuracy
0.8348
Prior entropy
0.9971
Recall
0.8348
Per class
Relative absolute error
0.5098
Root mean prior squared error
0.499
Root mean squared error
0.3395
Root relative squared error
0.6803
SciMark benchmark
948.0822