Run
8045

Run 8045

Task 41 (Supervised Classification) soybean Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I1
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
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
525.0035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.025
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
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.7862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6666
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.0184[561.20997989739871015.7906865781697484.1035797902428909.2750179897271769.7127006129608]