DEVELOPMENT... OpenML
Run
29488

Run 29488

Task 3725 (Supervised Classification) auto93 Uploaded 12-10-2014 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)_I40
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
0.8985
Per class
Build CPU time
0.0379
Build memory
4274019326.9677
F measure
0.8154
Per class
Kappa
0.6039
KB relative information score
43.0751
Mean absolute error
0.262
Mean prior absolute error
0.4701
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8154
Per class
Predictive accuracy
0.8172
Prior entropy
0.9573
Recall
0.8172
Per class
Relative absolute error
0.5574
Root mean prior squared error
0.4845
Root mean squared error
0.3528
Root relative squared error
0.7281
SciMark benchmark
940.5437