DEVELOPMENT... OpenML
Run
112909

Run 112909

Task 3781 (Supervised Classification) fri_c4_250_50 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)_I20
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
0.8363
Per class
Build CPU time
0.4783
Build memory
1304176021.6
F measure
0.7832
Per class
Kappa
0.563
KB relative information score
142.3033
Mean absolute error
0.213
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7841
Per class
Predictive accuracy
0.784
Prior entropy
0.9955
Recall
0.784
Per class
Relative absolute error
0.4286
Root mean prior squared error
0.4984
Root mean squared error
0.4498
Root relative squared error
0.9025
SciMark benchmark
890.3066