Run
21795

Run 21795

Task 41 (Supervised Classification) soybean Uploaded 20-06-2014 by Joaquin Vanschoren
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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
Cross-validation details (10-fold Crossvalidation)
F measure
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
614.0967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0182
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1898
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.1261[561.93317930202351014.9881073746852484.3219757802961908.95975824819551750.4272808716194]