DEVELOPMENT... OpenML
Run
146978

Run 146978

Task 3500 (Supervised Classification) squash-unstored 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)_I40
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
0.8117
Per class
F measure
0.7669
Per class
Kappa
0.5884
KB relative information score
29.8879
Mean absolute error
0.1594
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7667
Per class
Predictive accuracy
0.7692
Prior entropy
1.3486
Recall
0.7692
Per class
Relative absolute error
0.4169
Root mean prior squared error
0.4353
Root mean squared error
0.3952
Root relative squared error
0.9079
SciMark benchmark
947.0793
UserCPU time millis
40
UserCPU time millis training
40

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