DEVELOPMENT... OpenML
Run
146751

Run 146751

Task 3835 (Supervised Classification) squash-stored 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
0.7916
Per class
F measure
0.8083
Per class
Kappa
0.6137
KB relative information score
30.928
Mean absolute error
0.2004
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8112
Per class
Predictive accuracy
0.8077
Prior entropy
0.9911
Recall
0.8077
Per class
Relative absolute error
0.406
Root mean prior squared error
0.4967
Root mean squared error
0.4402
Root relative squared error
0.8863
SciMark benchmark
904.3001
UserCPU time millis
70
UserCPU time millis training
70