DEVELOPMENT... OpenML
Run
112896

Run 112896

Task 3759 (Supervised Classification) fri_c3_500_25 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)_I20
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
0.9277
Per class
Build CPU time
0.6131
Build memory
861350199.2
F measure
0.8718
Per class
Kappa
0.7395
KB relative information score
371.5493
Mean absolute error
0.1258
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8718
Per class
Predictive accuracy
0.872
Prior entropy
0.9897
Recall
0.872
Per class
Relative absolute error
0.2552
Root mean prior squared error
0.4964
Root mean squared error
0.344
Root relative squared error
0.6931
SciMark benchmark
906.6607