DEVELOPMENT... OpenML
Run
146623

Run 146623

Task 3707 (Supervised Classification) analcatdata_runshoes 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
0.7147
Per class
F measure
0.6843
Per class
Kappa
0.3448
KB relative information score
19.8228
Mean absolute error
0.3178
Mean prior absolute error
0.4806
Number of instances
60
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6857
Per class
Predictive accuracy
0.6833
Prior entropy
0.9728
Recall
0.6833
Per class
Relative absolute error
0.6613
Root mean prior squared error
0.4899
Root mean squared error
0.5504
Root relative squared error
1.1235
SciMark benchmark
1174.6686
UserCPU time millis
70
UserCPU time millis training
70