DEVELOPMENT... OpenML
Run
146873

Run 146873

Task 3521 (Supervised Classification) oh15.wc 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
0.9349
Per class
F measure
0.8588
Per class
Kappa
0.8386
KB relative information score
772.0461
Mean absolute error
0.0285
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
0.8645
Per class
Predictive accuracy
0.8576
Prior entropy
3.2121
Recall
0.8576
Per class
Relative absolute error
0.1613
Root mean prior squared error
0.2973
Root mean squared error
0.167
Root relative squared error
0.5617
SciMark benchmark
929.566
UserCPU time millis
4354990
UserCPU time millis testing
2450
UserCPU time millis training
4352540