DEVELOPMENT... OpenML
Run
32016

Run 32016

Task 4426 (Supervised Classification) bolts 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
0.9131
Per class
Build CPU time
0.0201
Build memory
419513569.76
F measure
0.9073
Per class
Kappa
0.7957
KB relative information score
272.5829
Mean absolute error
0.1508
Mean prior absolute error
0.4571
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9071
Per class
Predictive accuracy
0.9075
Prior entropy
0.9403
Recall
0.9075
Per class
Relative absolute error
0.3299
Root mean prior squared error
0.477
Root mean squared error
0.2786
Root relative squared error
0.5841
SciMark benchmark
941.0261