DEVELOPMENT... OpenML
Run
29468

Run 29468

Task 3721 (Supervised Classification) bolts Uploaded 12-10-2014 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)_I40
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
0.9148
Per class
Build CPU time
0.0089
Build memory
3753845129.6
F measure
0.9
Per class
Kappa
0.7802
KB relative information score
27.7131
Mean absolute error
0.1435
Mean prior absolute error
0.4571
Number of instances
40
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9
Per class
Predictive accuracy
0.9
Prior entropy
0.9403
Recall
0.9
Per class
Relative absolute error
0.3139
Root mean prior squared error
0.477
Root mean squared error
0.271
Root relative squared error
0.5682
SciMark benchmark
942.0972