DEVELOPMENT... OpenML
Run
112409

Run 112409

Task 3852 (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)_I40
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
0.993
Per class
Build CPU time
0.9158
Build memory
39346433.9955
F measure
0.9634
Per class
Kappa
0.8996
KB relative information score
792.5796
Mean absolute error
0.0375
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
0.9636
Per class
Predictive accuracy
0.9633
Prior entropy
0.7932
Recall
0.9633
Per class
Relative absolute error
0.1032
Root mean prior squared error
0.426
Root mean squared error
0.1789
Root relative squared error
0.42
SciMark benchmark
930.5854