DEVELOPMENT... OpenML
Run
110890

Run 110890

Task 2275 (Supervised Classification) meta_instanceincremental.arff 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
0.8341
Per class
Build CPU time
0.707
Build memory
567403582.5946
F measure
0.8625
Per class
Kappa
0.6795
KB relative information score
47.19
Mean absolute error
0.0676
Mean prior absolute error
0.2277
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8639
Per class
Predictive accuracy
0.8649
Prior entropy
1.3146
Recall
0.8649
Per class
Relative absolute error
0.297
Root mean prior squared error
0.3317
Root mean squared error
0.259
Root relative squared error
0.7809
SciMark benchmark
943.7751