DEVELOPMENT... OpenML
Run
146560

Run 146560

Task 3643 (Supervised Classification) sleuth_ex1714 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
0.9519
Per class
F measure
0.8942
Per class
Kappa
0.7866
KB relative information score
35.3754
Mean absolute error
0.1214
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9021
Per class
Predictive accuracy
0.8936
Prior entropy
0.9852
Recall
0.8936
Per class
Relative absolute error
0.2481
Root mean prior squared error
0.4944
Root mean squared error
0.332
Root relative squared error
0.6714
SciMark benchmark
945.3151
UserCPU time millis
20
UserCPU time millis training
20