DEVELOPMENT... OpenML
Run
30469

Run 30469

Task 4654 (Supervised Classification) teachingAssistant 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
0.7393
Per class
Build CPU time
0.0381
Build memory
970695768.7682
F measure
0.5414
Per class
Kappa
0.3145
KB relative information score
442.5968
Mean absolute error
0.3484
Mean prior absolute error
0.4443
Number of instances
1510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5426
Per class
Predictive accuracy
0.543
Prior entropy
1.5845
Recall
0.543
Per class
Relative absolute error
0.784
Root mean prior squared error
0.4713
Root mean squared error
0.4342
Root relative squared error
0.9213
SciMark benchmark
933.5925