DEVELOPMENT... OpenML
Run
146755

Run 146755

Task 3833 (Supervised Classification) analcatdata_authorship Uploaded 01-02-2015 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)_I80
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.

22 Evaluation measures

Area under ROC curve
0.9949
Per class
F measure
0.9952
Per class
Kappa
0.9899
KB relative information score
832.061
Mean absolute error
0.0048
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
0.9952
Per class
Predictive accuracy
0.9952
Prior entropy
0.9561
Recall
0.9952
Per class
Relative absolute error
0.0101
Root mean prior squared error
0.4846
Root mean squared error
0.069
Root relative squared error
0.1423
SciMark benchmark
889.9795
UserCPU time millis
5220
UserCPU time millis testing
30
UserCPU time millis training
5190