DEVELOPMENT... OpenML
Run
32593

Run 32593

Task 4546 (Supervised Classification) mfeat-factors 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
0.9993
Per class
Build CPU time
32.9224
Build memory
532207265.76
F measure
0.9923
Per class
Kappa
0.957
KB relative information score
18257.7275
Mean absolute error
0.013
Mean prior absolute error
0.1803
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9923
Per class
Predictive accuracy
0.9924
Prior entropy
0.4703
Recall
0.9924
Per class
Relative absolute error
0.0724
Root mean prior squared error
0.3
Root mean squared error
0.076
Root relative squared error
0.2534
SciMark benchmark
946.517