DEVELOPMENT... OpenML
Run
146833

Run 146833

Task 3917 (Supervised Classification) kc1 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)_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
0.7411
Per class
F measure
0.8299
Per class
Kappa
0.3174
KB relative information score
417.8172
Mean absolute error
0.1696
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8238
Per class
Predictive accuracy
0.8393
Prior entropy
0.622
Recall
0.8393
Per class
Relative absolute error
0.6483
Root mean prior squared error
0.3615
Root mean squared error
0.3733
Root relative squared error
1.0325
SciMark benchmark
939.2687
UserCPU time millis
620
UserCPU time millis testing
10
UserCPU time millis training
610