Run
6114

Run 6114

Task 1774 (Supervised Classification) lymph Uploaded 14-05-2014 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)_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
0.8772
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7856
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5978
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
347.5277
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1576
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
740
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7907
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7932
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7932
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5885
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2747
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7547
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
946.2619[564.114047767191015.7907504114269482.3638387076229909.59057174132591759.4501199261804]