DEVELOPMENT... OpenML
Run
32450

Run 32450

Task 3500 (Supervised Classification) squash-unstored 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
0.9028
Per class
Build CPU time
0.0899
Build memory
834473745.0769
F measure
0.7669
Per class
Kappa
0.5884
KB relative information score
27.273
Mean absolute error
0.2026
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7667
Per class
Predictive accuracy
0.7692
Prior entropy
1.3486
Recall
0.7692
Per class
Relative absolute error
0.5299
Root mean prior squared error
0.4353
Root mean squared error
0.3221
Root relative squared error
0.7399
SciMark benchmark
942.0913