DEVELOPMENT... OpenML
Run
111086

Run 111086

Task 3608 (Supervised Classification) fri_c4_500_100 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)_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.

21 Evaluation measures

Area under ROC curve
0.8748
Per class
Build CPU time
18.7649
Build memory
857757758.4
F measure
0.8686
Per class
Kappa
0.7315
KB relative information score
366.3673
Mean absolute error
0.1304
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8726
Per class
Predictive accuracy
0.87
Prior entropy
0.9875
Recall
0.87
Per class
Relative absolute error
0.2653
Root mean prior squared error
0.4956
Root mean squared error
0.3605
Root relative squared error
0.7274
SciMark benchmark
943.7751