DEVELOPMENT... OpenML
Run
32740

Run 32740

Task 1765 (Supervised Classification) anneal 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
0.9948
Per class
Build CPU time
0.9901
Build memory
418470118.4
F measure
0.9809
Per class
Kappa
0.9534
KB relative information score
4109.9333
Mean absolute error
0.011
Mean prior absolute error
0.1343
Number of instances
4490
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9818
Per class
Predictive accuracy
0.9815
Prior entropy
1.2149
Recall
0.9815
Per class
Relative absolute error
0.0817
Root mean prior squared error
0.2582
Root mean squared error
0.0699
Root relative squared error
0.2708
SciMark benchmark
949.0618