DEVELOPMENT... OpenML
Run
32340

Run 32340

Task 4502 (Supervised Classification) socmob 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
0.9716
Per class
Build CPU time
0.3012
Build memory
1695759589.0934
F measure
0.9411
Per class
Kappa
0.8276
KB relative information score
8281.3147
Mean absolute error
0.1003
Mean prior absolute error
0.3451
Number of instances
11560
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9409
Per class
Predictive accuracy
0.9416
Prior entropy
0.7637
Recall
0.9416
Per class
Relative absolute error
0.2906
Root mean prior squared error
0.4152
Root mean squared error
0.2155
Root relative squared error
0.5189
SciMark benchmark
945.6826