DEVELOPMENT... OpenML
Run
146087

Run 146087

Task 3706 (Supervised Classification) stock 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
0.9641
Per class
F measure
0.9642
Per class
Kappa
0.9284
KB relative information score
881.9246
Mean absolute error
0.0358
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
0.9642
Per class
Predictive accuracy
0.9642
Prior entropy
0.9995
Recall
0.9642
Per class
Relative absolute error
0.0716
Root mean prior squared error
0.4998
Root mean squared error
0.1892
Root relative squared error
0.3785
SciMark benchmark
915.2795
UserCPU time millis
2490
UserCPU time millis testing
110
UserCPU time millis training
2380