DEVELOPMENT... OpenML
Run
147096

Run 147096

Task 3521 (Supervised Classification) oh15.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
0.9457
Per class
F measure
0.8509
Per class
Kappa
0.8285
KB relative information score
764.4388
Mean absolute error
0.0302
Mean prior absolute error
0.1768
Number of instances
913
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8581
Per class
Predictive accuracy
0.8489
Prior entropy
3.2121
Recall
0.8489
Per class
Relative absolute error
0.1708
Root mean prior squared error
0.2973
Root mean squared error
0.1695
Root relative squared error
0.5702
SciMark benchmark
938.2848
UserCPU time millis
2085130
UserCPU time millis testing
1560
UserCPU time millis training
2083570