DEVELOPMENT... OpenML
Run
146964

Run 146964

Task 3895 (Supervised Classification) gina_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
0.9588
Per class
F measure
0.9504
Per class
Kappa
0.9008
KB relative information score
3125.3723
Mean absolute error
0.0493
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9505
Per class
Predictive accuracy
0.9504
Prior entropy
0.9998
Recall
0.9504
Per class
Relative absolute error
0.0987
Root mean prior squared error
0.4999
Root mean squared error
0.2205
Root relative squared error
0.441
SciMark benchmark
923.3111
UserCPU time millis
1383800
UserCPU time millis testing
330
UserCPU time millis training
1383470