DEVELOPMENT... OpenML
Run
146675

Run 146675

Task 3759 (Supervised Classification) fri_c3_500_25 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
0.9046
Per class
F measure
0.8998
Per class
Kappa
0.7963
KB relative information score
397.3036
Mean absolute error
0.1007
Mean prior absolute error
0.4928
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
0.9
Per class
Predictive accuracy
0.9
Prior entropy
0.9897
Recall
0.9
Per class
Relative absolute error
0.2043
Root mean prior squared error
0.4964
Root mean squared error
0.3162
Root relative squared error
0.637
SciMark benchmark
935.8834
UserCPU time millis
2780
UserCPU time millis testing
30
UserCPU time millis training
2750