DEVELOPMENT... OpenML
Run
146752

Run 146752

Task 3836 (Supervised Classification) wine 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
0.9526
Per class
F measure
0.9604
Per class
Kappa
0.917
KB relative information score
162.8681
Mean absolute error
0.0399
Mean prior absolute error
0.4798
Number of instances
178
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9618
Per class
Predictive accuracy
0.9607
Prior entropy
0.971
Recall
0.9607
Per class
Relative absolute error
0.0832
Root mean prior squared error
0.4897
Root mean squared error
0.1985
Root relative squared error
0.4053
SciMark benchmark
904.3001
UserCPU time millis
190
UserCPU time millis testing
10
UserCPU time millis training
180