DEVELOPMENT... OpenML
Run
112853

Run 112853

Task 3706 (Supervised Classification) stock 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)_I20
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
0.9759
Per class
Build CPU time
0.2689
Build memory
613961928
F measure
0.9653
Per class
Kappa
0.9305
KB relative information score
883.9589
Mean absolute error
0.0348
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9653
Per class
Predictive accuracy
0.9653
Prior entropy
0.9995
Recall
0.9653
Per class
Relative absolute error
0.0697
Root mean prior squared error
0.4998
Root mean squared error
0.1829
Root relative squared error
0.366
SciMark benchmark
893.4088