Run
17192

Run 17192

Task 57 (Supervised Classification) ionosphere Uploaded 06-06-2014 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)_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
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8614
Cross-validation details (10-fold Crossvalidation)
KB relative information score
253.5261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1408
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
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
0.9378
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9373
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
891.6819[551.451379252258989.704664392416470.3205552291989913.71210817040291533.2210212717516]