DEVELOPMENT... OpenML
Run
146629

Run 146629

Task 3713 (Supervised Classification) schlvote 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
0.7375
Per class
F measure
0.8042
Per class
Kappa
0.4743
KB relative information score
17.1371
Mean absolute error
0.1974
Mean prior absolute error
0.3934
Number of instances
38
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.806
Per class
Predictive accuracy
0.8158
Prior entropy
0.8485
Recall
0.8158
Per class
Relative absolute error
0.5017
Root mean prior squared error
0.4405
Root mean squared error
0.4317
Root relative squared error
0.9801
SciMark benchmark
904.3001
UserCPU time millis
40
UserCPU time millis training
40