DEVELOPMENT... OpenML
Run
145938

Run 145938

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 31-01-2015 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)_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.

22 Evaluation measures

Area under ROC curve
0.9948
Per class
F measure
0.9929
Per class
Kappa
0.9896
KB relative information score
830.4333
Mean absolute error
0.0036
Mean prior absolute error
0.3439
Number of instances
841
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9929
Per class
Predictive accuracy
0.9929
Prior entropy
1.7898
Recall
0.9929
Per class
Relative absolute error
0.0104
Root mean prior squared error
0.4146
Root mean squared error
0.0597
Root relative squared error
0.1441
SciMark benchmark
1109.8407
UserCPU time millis
13770
UserCPU time millis testing
100
UserCPU time millis training
13670