DEVELOPMENT... OpenML
Run
113421

Run 113421

Task 3726 (Supervised Classification) sleuth_ex2016 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)_I10
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
0.7111
Per class
Build CPU time
0.0097
Build memory
820935044.2299
F measure
0.6649
Per class
Kappa
0.3299
KB relative information score
27.6425
Mean absolute error
0.3412
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6676
Per class
Predictive accuracy
0.6667
Prior entropy
0.9992
Recall
0.6667
Per class
Relative absolute error
0.6833
Root mean prior squared error
0.4997
Root mean squared error
0.5642
Root relative squared error
1.129
SciMark benchmark
934.2858