Run
17214

Run 17214

Task 38 (Supervised Classification) ecoli Uploaded 07-06-2014 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)_I20
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
0.9671
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
243.6788
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0584
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
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
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5507
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.0684[564.6619124438491012.0561783624415480.8517328185388903.32186243855711759.4502550697425]