DEVELOPMENT... OpenML
Run
21795

Run 21795

Task 41 (Supervised Classification) soybean Uploaded 20-06-2014 by Felicia West
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Flow

weka.LWL_RandomForest(1)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.LWL_RandomForest(1)_Atrue
weka.LWL_RandomForest(1)_K-1
weka.LWL_RandomForest(1)_U0
weka.LWL_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9914
Per class
F measure
0.9334
Per class
Kappa
0.9277
KB relative information score
614.0967
Mean absolute error
0.0182
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
0.9348
Per class
Predictive accuracy
0.9341
Prior entropy
3.8572
Recall
0.9341
Per class
Relative absolute error
0.1898
Root mean prior squared error
0.2191
Root mean squared error
0.0823
Root relative squared error
0.3757
SciMark benchmark
944.1261[561.93317930202351014.9881073746852484.3219757802961908.95975824819551750.4272808716194]