DEVELOPMENT... OpenML
Run
29059

Run 29059

Task 4417 (Supervised Classification) wind Uploaded 10-10-2014 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
0.939
Per class
Build CPU time
7.2438
Build memory
2101087196.4965
F measure
0.8626
Per class
Kappa
0.724
KB relative information score
41242.0057
Mean absolute error
0.1962
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
0.8626
Per class
Predictive accuracy
0.8626
Prior entropy
0.9969
Recall
0.8626
Per class
Relative absolute error
0.394
Root mean prior squared error
0.4989
Root mean squared error
0.3128
Root relative squared error
0.6269
SciMark benchmark
938.6268