DEVELOPMENT... OpenML
Run
26841

Run 26841

Task 3852 (Supervised Classification) anneal Uploaded 08-10-2014 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)_I20
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
0.9769
Per class
Build CPU time
0.3722
Build memory
80928152.6414
F measure
0.9386
Per class
Kappa
0.8305
KB relative information score
609.529
Mean absolute error
0.1227
Mean prior absolute error
0.3633
Number of instances
898
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9385
Per class
Predictive accuracy
0.9388
Prior entropy
0.7932
Recall
0.9388
Per class
Relative absolute error
0.3376
Root mean prior squared error
0.426
Root mean squared error
0.2243
Root relative squared error
0.5264
SciMark benchmark
934.0728