DEVELOPMENT... OpenML
Run
146893

Run 146893

Task 23 (Supervised Classification) cmc 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)_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
0.6774
Per class
F measure
0.5079
Per class
Kappa
0.2382
KB relative information score
402.411
Mean absolute error
0.3408
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5068
Per class
Predictive accuracy
0.5092
Prior entropy
1.5392
Recall
0.5092
Per class
Relative absolute error
0.7911
Root mean prior squared error
0.4641
Root mean squared error
0.494
Root relative squared error
1.0643
SciMark benchmark
939.2687
UserCPU time millis
320
UserCPU time millis testing
10
UserCPU time millis training
310