DEVELOPMENT... OpenML
Run
146663

Run 146663

Task 3747 (Supervised Classification) fri_c0_500_5 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
0.8847
Per class
F measure
0.868
Per class
Kappa
0.736
KB relative information score
367.5782
Mean absolute error
0.1326
Mean prior absolute error
0.5
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8684
Per class
Predictive accuracy
0.868
Prior entropy
1
Recall
0.868
Per class
Relative absolute error
0.2652
Root mean prior squared error
0.5
Root mean squared error
0.3612
Root relative squared error
0.7224
SciMark benchmark
935.8834
UserCPU time millis
640
UserCPU time millis testing
20
UserCPU time millis training
620