DEVELOPMENT... OpenML
Run
146829

Run 146829

Task 3915 (Supervised Classification) kc3 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
0.7392
Per class
F measure
0.8697
Per class
Kappa
0.1683
KB relative information score
35.7014
Mean absolute error
0.117
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8603
Per class
Predictive accuracy
0.8821
Prior entropy
0.4551
Recall
0.8821
Per class
Relative absolute error
0.6818
Root mean prior squared error
0.2917
Root mean squared error
0.33
Root relative squared error
1.1315
SciMark benchmark
939.2687
UserCPU time millis
320
UserCPU time millis testing
10
UserCPU time millis training
310