Run
18406

Run 18406

Task 57 (Supervised Classification) ionosphere Uploaded 10-06-2014 by Joaquin Vanschoren
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Flow

weka.ADTree(1)Freund, Y., Mason, L.: The alternating decision tree learning algorithm. In: Proceeding of the Sixteenth International Conference on Machine Learning, Bled, Slovenia, 124-133, 1999.
weka.ADTree(1)_B10
weka.ADTree(1)_E-3

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
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8879
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
224.2769
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.176
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
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2881
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6006
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.0899[549.8867206045791014.4538012229739473.2224763010988905.8189190131481747.0676455404612]