DEVELOPMENT... OpenML
Run
145790

Run 145790

Task 4 (Supervised Classification) labor 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
0.902
Per class
F measure
0.8764
Per class
Kappa
0.7273
KB relative information score
41.3617
Mean absolute error
0.118
Mean prior absolute error
0.457
Number of instances
57
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8763
Per class
Predictive accuracy
0.8772
Prior entropy
0.9393
Recall
0.8772
Per class
Relative absolute error
0.2582
Root mean prior squared error
0.4773
Root mean squared error
0.3376
Root relative squared error
0.7073
SciMark benchmark
1146.4634
UserCPU time millis
110
UserCPU time millis testing
10
UserCPU time millis training
100