DEVELOPMENT... OpenML
Run
146999

Run 146999

Task 3530 (Supervised Classification) re1.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
0.9744
Per class
F measure
0.8519
Per class
Kappa
0.8409
KB relative information score
1377.1259
Mean absolute error
0.0114
Mean prior absolute error
0.071
Number of instances
1657
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.853
Per class
Predictive accuracy
0.86
Prior entropy
3.8125
Recall
0.86
Per class
Relative absolute error
0.1604
Root mean prior squared error
0.1883
Root mean squared error
0.1013
Root relative squared error
0.5381
SciMark benchmark
945.9253
UserCPU time millis
3232170
UserCPU time millis testing
2960
UserCPU time millis training
3229210

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