DEVELOPMENT... OpenML
Run
111709

Run 111709

Task 3753 (Supervised Classification) cloud Uploaded 09-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.9373
Per class
Build CPU time
0.0241
Build memory
246622335.4074
F measure
0.8778
Per class
Kappa
0.7033
KB relative information score
74.8247
Mean absolute error
0.1179
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8777
Per class
Predictive accuracy
0.8796
Prior entropy
0.8813
Recall
0.8796
Per class
Relative absolute error
0.2818
Root mean prior squared error
0.4566
Root mean squared error
0.3234
Root relative squared error
0.7082
SciMark benchmark
936.1433