Run
7499

Run 7499

Task 57 (Supervised Classification) ionosphere Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I1
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
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6643
Cross-validation details (10-fold Crossvalidation)
KB relative information score
231.6391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.151
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
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3279
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8101
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.6934[563.74938041721711016.0585376856843484.5405689113658914.66854765231311759.4501199261804]