DEVELOPMENT... OpenML
Run
31619

Run 31619

Task 4618 (Supervised Classification) kc2 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)_I160
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
0.8252
Per class
Build CPU time
1.4869
Build memory
82680926.823
F measure
0.8204
Per class
Kappa
0.4185
KB relative information score
1412.6569
Mean absolute error
0.2157
Mean prior absolute error
0.3266
Number of instances
5220
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.818
Per class
Predictive accuracy
0.833
Prior entropy
0.734
Recall
0.833
Per class
Relative absolute error
0.6604
Root mean prior squared error
0.4037
Root mean squared error
0.3408
Root relative squared error
0.8441
SciMark benchmark
917.6735