DEVELOPMENT... OpenML
Run
33034

Run 33034

Task 3481 (Supervised Classification) isolet Uploaded 14-10-2014 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
0.9973
Per class
Build CPU time
3012.058
Build memory
2140366096.9727
F measure
0.9196
Per class
Kappa
0.9165
KB relative information score
7076.0135
Mean absolute error
0.0146
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9198
Per class
Predictive accuracy
0.9197
Prior entropy
4.7004
Recall
0.9197
Per class
Relative absolute error
0.1973
Root mean prior squared error
0.1923
Root mean squared error
0.0722
Root relative squared error
0.3757
SciMark benchmark
938.1187