DEVELOPMENT... OpenML
Run
147097

Run 147097

Task 3529 (Supervised Classification) oh5.wc 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)_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.

22 Evaluation measures

Area under ROC curve
0.9623
Per class
F measure
0.9031
Per class
Kappa
0.8893
KB relative information score
818.5304
Mean absolute error
0.0195
Mean prior absolute error
0.1775
Number of instances
918
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9088
Per class
Predictive accuracy
0.902
Prior entropy
3.2382
Recall
0.902
Per class
Relative absolute error
0.11
Root mean prior squared error
0.2979
Root mean squared error
0.137
Root relative squared error
0.4597
SciMark benchmark
945.9253
UserCPU time millis
1436980
UserCPU time millis testing
860
UserCPU time millis training
1436120