DEVELOPMENT... OpenML
Run
146857

Run 146857

Task 3892 (Supervised Classification) hiva_agnostic Uploaded 01-02-2015 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)_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.

22 Evaluation measures

Area under ROC curve
0.6437
Per class
F measure
0.9619
Per class
Kappa
0.3636
KB relative information score
1168.7684
Mean absolute error
0.0326
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
0.9602
Per class
Predictive accuracy
0.9674
Prior entropy
0.221
Recall
0.9674
Per class
Relative absolute error
0.4784
Root mean prior squared error
0.1844
Root mean squared error
0.1806
Root relative squared error
0.9794
SciMark benchmark
942.1229
UserCPU time millis
7156460
UserCPU time millis testing
1310
UserCPU time millis training
7155150