Run
14469

Run 14469

Task 40 (Supervised Classification) glass Uploaded 23-05-2014 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
0.7199
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5947
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4475
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.0795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.6042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.5888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0565
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.4112[561.57136831653141013.3867476860681483.88543266528814913.07556704216551765.136766288487]