Run
21958

Run 21958

Task 2 (Supervised Classification) anneal Uploaded 21-06-2014 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
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
675.6734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0452
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
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
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9465
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9465
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.424[546.6125504044643999.9766280356525466.03379783950703890.13244802130791729.364580914293]