DEVELOPMENT... OpenML
Run
145907

Run 145907

Task 6 (Supervised Classification) letter Uploaded 31-01-2015 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)_I160
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
0.9878
Per class
F measure
0.9729
Per class
Kappa
0.9718
KB relative information score
19459.3742
Mean absolute error
0.0021
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.973
Per class
Predictive accuracy
0.9729
Prior entropy
4.6998
Recall
0.9729
Per class
Relative absolute error
0.0281
Root mean prior squared error
0.1923
Root mean squared error
0.0453
Root relative squared error
0.2355
SciMark benchmark
478.0127
UserCPU time millis
422800
UserCPU time millis testing
27250
UserCPU time millis training
395550