Run
24837

Run 24837

Task 2073 (Supervised Classification) yeast Uploaded 18-07-2014 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)_I10
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
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
709.2724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1038
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
0.599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.6105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8189
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
891.4699[530.3255158992758961.0748763849452456.1349967033109847.81371071529581662.0003990088962]