DEVELOPMENT... OpenML
Run
30205

Run 30205

Task 3598 (Supervised Classification) fri_c0_250_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)_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
0.8714
Per class
Build CPU time
0.7662
Build memory
722287406.4
F measure
0.7602
Per class
Kappa
0.5195
KB relative information score
94.977
Mean absolute error
0.3255
Mean prior absolute error
0.498
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7613
Per class
Predictive accuracy
0.76
Prior entropy
0.9971
Recall
0.76
Per class
Relative absolute error
0.6536
Root mean prior squared error
0.499
Root mean squared error
0.3847
Root relative squared error
0.771
SciMark benchmark
938.6014