DEVELOPMENT... OpenML
Run
30343

Run 30343

Task 3612 (Supervised Classification) fri_c1_250_25 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
0.9456
Per class
Build CPU time
0.3724
Build memory
807416683.2
F measure
0.8839
Per class
Kappa
0.7628
KB relative information score
158.4072
Mean absolute error
0.1967
Mean prior absolute error
0.4897
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
0.8839
Per class
Predictive accuracy
0.884
Prior entropy
0.9852
Recall
0.884
Per class
Relative absolute error
0.4016
Root mean prior squared error
0.4948
Root mean squared error
0.2911
Root relative squared error
0.5882
SciMark benchmark
949.5541