DEVELOPMENT... OpenML
Run
110815

Run 110815

Task 1765 (Supervised Classification) anneal Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
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
0.9885
Per class
Build CPU time
0.156
Build memory
591962320
F measure
0.9888
Per class
Kappa
0.9727
KB relative information score
4231.9
Mean absolute error
0.0037
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
0.9889
Per class
Predictive accuracy
0.9891
Prior entropy
1.2149
Recall
0.9891
Per class
Relative absolute error
0.0273
Root mean prior squared error
0.2582
Root mean squared error
0.0601
Root relative squared error
0.2326
SciMark benchmark
908.2898