Run
12692

Run 12692

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

weka.REPTree(1)Weka implementation of REPTree
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7648
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.0444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1541
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
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3348
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6143
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.2855[562.1142596826567908.5124758194479483.6674820550281910.85475360997441766.2785639901995]