DEVELOPMENT... OpenML
Run
146624

Run 146624

Task 3706 (Supervised Classification) stock 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
0.9693
Per class
F measure
0.9663
Per class
Kappa
0.9326
KB relative information score
884.1826
Mean absolute error
0.0346
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
0.9663
Per class
Predictive accuracy
0.9663
Prior entropy
0.9995
Recall
0.9663
Per class
Relative absolute error
0.0693
Root mean prior squared error
0.4998
Root mean squared error
0.1847
Root relative squared error
0.3696
SciMark benchmark
943.6956
UserCPU time millis
1280
UserCPU time millis testing
40
UserCPU time millis training
1240