DEVELOPMENT... OpenML
Run
146507

Run 146507

Task 3590 (Supervised Classification) analcatdata_vineyard 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
0.8924
Per class
F measure
0.842
Per class
Kappa
0.6804
KB relative information score
318.4766
Mean absolute error
0.1568
Mean prior absolute error
0.4939
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8423
Per class
Predictive accuracy
0.8419
Prior entropy
0.9912
Recall
0.8419
Per class
Relative absolute error
0.3176
Root mean prior squared error
0.4969
Root mean squared error
0.3899
Root relative squared error
0.7847
SciMark benchmark
943.6956
UserCPU time millis
50
UserCPU time millis training
50