DEVELOPMENT... OpenML
Run
146481

Run 146481

Task 3564 (Supervised Classification) analcatdata_germangss 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
0.6344
Per class
F measure
0.3795
Per class
Kappa
0.19
KB relative information score
40.8806
Mean absolute error
0.3588
Mean prior absolute error
0.375
Number of instances
400
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.3738
Per class
Predictive accuracy
0.3925
Prior entropy
2
Recall
0.3925
Per class
Relative absolute error
0.9569
Root mean prior squared error
0.433
Root mean squared error
0.4266
Root relative squared error
0.9851
SciMark benchmark
1169.6815
UserCPU time millis
10
UserCPU time millis training
10