DEVELOPMENT... OpenML
Run
146584

Run 146584

Task 3664 (Supervised Classification) fri_c0_1000_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
0.9047
Per class
F measure
0.885
Per class
Kappa
0.77
KB relative information score
769.7518
Mean absolute error
0.1151
Mean prior absolute error
0.5
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.885
Per class
Predictive accuracy
0.885
Prior entropy
1
Recall
0.885
Per class
Relative absolute error
0.2303
Root mean prior squared error
0.5
Root mean squared error
0.3372
Root relative squared error
0.6745
SciMark benchmark
1174.6686
UserCPU time millis
2980
UserCPU time millis testing
110
UserCPU time millis training
2870

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