DEVELOPMENT... OpenML
Run
145872

Run 145872

Task 2272 (Supervised Classification) meta_all.arff Uploaded 31-01-2015 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)_I160
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
0.6977
Per class
F measure
0.6144
Per class
Kappa
0.3615
KB relative information score
27.9347
Mean absolute error
0.1215
Mean prior absolute error
0.2065
Number of instances
71
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6099
Per class
Predictive accuracy
0.6338
Prior entropy
1.9094
Recall
0.6338
Per class
Relative absolute error
0.5884
Root mean prior squared error
0.317
Root mean squared error
0.3479
Root relative squared error
1.0975
SciMark benchmark
947.0793
UserCPU time millis
1360
UserCPU time millis testing
10
UserCPU time millis training
1350