DEVELOPMENT... OpenML
Run
132263

Run 132263

Task 41 (Supervised Classification) soybean Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I40
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9826
Per class
Build CPU time
5.0942
Build memory
1042150416.0469
F measure
0.9229
Per class
Kappa
0.9163
KB relative information score
622.2558
Mean absolute error
0.0113
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9275
Per class
Predictive accuracy
0.9239
Prior entropy
3.8572
Recall
0.9239
Per class
Relative absolute error
0.1173
Root mean prior squared error
0.2191
Root mean squared error
0.0862
Root relative squared error
0.3933
SciMark benchmark
940.5537