DEVELOPMENT... OpenML
Run
128494

Run 128494

Task 3786 (Supervised Classification) visualizing_soil Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I10
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.9921
Per class
Build CPU time
0.1324
Build memory
437811353.5646
F measure
0.9582
Per class
Kappa
0.9158
KB relative information score
7875.2385
Mean absolute error
0.0442
Mean prior absolute error
0.495
Number of instances
8641
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9598
Per class
Predictive accuracy
0.9581
Prior entropy
0.9928
Recall
0.9581
Per class
Relative absolute error
0.0894
Root mean prior squared error
0.4975
Root mean squared error
0.1911
Root relative squared error
0.3841
SciMark benchmark
943.5504