Run
17389

Run 17389

Task 2073 (Supervised Classification) yeast Uploaded 08-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I40
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
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
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6144
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5109
Cross-validation details (10-fold Crossvalidation)
KB relative information score
713.609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1033
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
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
0.6144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.6247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8134
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.5975[564.47918720052971014.1868590421574481.93081680843505908.64471704177161748.7457828491113]