DEVELOPMENT... OpenML
Run
113523

Run 113523

Task 3833 (Supervised Classification) analcatdata_authorship 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
0.9982
Per class
Build CPU time
0.4735
Build memory
1208100473.3698
F measure
0.9905
Per class
Kappa
0.9797
KB relative information score
825.088
Mean absolute error
0.0084
Mean prior absolute error
0.4698
Number of instances
841
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9905
Per class
Predictive accuracy
0.9905
Prior entropy
0.9561
Recall
0.9905
Per class
Relative absolute error
0.0178
Root mean prior squared error
0.4846
Root mean squared error
0.0866
Root relative squared error
0.1787
SciMark benchmark
945.0532