DEVELOPMENT... OpenML
Run
112229

Run 112229

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.9269
Per class
Build CPU time
0.1865
Build memory
280871904.8
F measure
0.9155
Per class
Kappa
0.8297
KB relative information score
206.7836
Mean absolute error
0.0857
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9187
Per class
Predictive accuracy
0.916
Prior entropy
0.9955
Recall
0.916
Per class
Relative absolute error
0.1725
Root mean prior squared error
0.4984
Root mean squared error
0.2854
Root relative squared error
0.5727
SciMark benchmark
939.6298