DEVELOPMENT... OpenML
Run
147092

Run 147092

Task 3892 (Supervised Classification) hiva_agnostic Uploaded 02-02-2015 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)_I80
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.

22 Evaluation measures

Area under ROC curve
0.6467
Per class
F measure
0.9617
Per class
Kappa
0.3581
KB relative information score
1189.6362
Mean absolute error
0.0325
Mean prior absolute error
0.0682
Number of instances
4229
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9601
Per class
Predictive accuracy
0.9674
Prior entropy
0.221
Recall
0.9674
Per class
Relative absolute error
0.477
Root mean prior squared error
0.1844
Root mean squared error
0.1801
Root relative squared error
0.9771
SciMark benchmark
904.3001
UserCPU time millis
3734930
UserCPU time millis testing
540
UserCPU time millis training
3734390