DEVELOPMENT... OpenML
Run
129093

Run 129093

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)_I20
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
0.3396
Build memory
1390988460.6134
F measure
0.9577
Per class
Kappa
0.9148
KB relative information score
7892.471
Mean absolute error
0.0428
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
0.9588
Per class
Predictive accuracy
0.9576
Prior entropy
0.9928
Recall
0.9576
Per class
Relative absolute error
0.0865
Root mean prior squared error
0.4975
Root mean squared error
0.194
Root relative squared error
0.39
SciMark benchmark
909.5718