Run
6440

Run 6440

Task 57 (Supervised Classification) ionosphere Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomCommittee_RandomTree(1)Weka implementation of RandomCommittee
weka.RandomCommittee_RandomTree(1)_I10
weka.RandomCommittee_RandomTree(1)_S1
weka.RandomCommittee_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomCommittee_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
259.861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1262
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
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9174
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2741
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5122
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
912.9476[565.3940416310953845.1557158684644480.63640330884147914.66847156230541758.8835103978397]