DEVELOPMENT... OpenML
Run
30661

Run 30661

Task 4417 (Supervised Classification) wind 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
0.9401
Per class
Build CPU time
14.2638
Build memory
816951327.0327
F measure
0.8641
Per class
Kappa
0.727
KB relative information score
41269.8525
Mean absolute error
0.1963
Mean prior absolute error
0.4979
Number of instances
65740
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8641
Per class
Predictive accuracy
0.8641
Prior entropy
0.9969
Recall
0.8641
Per class
Relative absolute error
0.3942
Root mean prior squared error
0.4989
Root mean squared error
0.3113
Root relative squared error
0.624
SciMark benchmark
943.0214