DEVELOPMENT... OpenML
Run
146825

Run 146825

Task 3911 (Supervised Classification) ar4 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
0.7069
Per class
F measure
0.8122
Per class
Kappa
0.3536
KB relative information score
33.0593
Mean absolute error
0.1776
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8067
Per class
Predictive accuracy
0.8224
Prior entropy
0.707
Recall
0.8224
Per class
Relative absolute error
0.5773
Root mean prior squared error
0.3899
Root mean squared error
0.4214
Root relative squared error
1.0807
SciMark benchmark
939.2687
UserCPU time millis
270
UserCPU time millis training
270