DEVELOPMENT... OpenML
Run
146841

Run 146841

Task 3893 (Supervised Classification) sylva_prior 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
0.9912
Per class
F measure
0.9959
Per class
Kappa
0.9649
KB relative information score
13659.9969
Mean absolute error
0.0041
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.996
Per class
Predictive accuracy
0.9959
Prior entropy
0.3338
Recall
0.9959
Per class
Relative absolute error
0.0354
Root mean prior squared error
0.2403
Root mean squared error
0.0636
Root relative squared error
0.2647
SciMark benchmark
921.8984
UserCPU time millis
375370
UserCPU time millis testing
610
UserCPU time millis training
374760