Run
154678

Run 154678

Task 3862 (Supervised Classification) audiology Uploaded 10-02-2015 by Joaquin Vanschoren
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Flow

weka.ThresholdSelector_Logistic(1)Weka implementation of ThresholdSelector
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8
weka.ThresholdSelector_Logistic(1)_C5
weka.ThresholdSelector_Logistic(1)_X3
weka.ThresholdSelector_Logistic(1)_R0
weka.ThresholdSelector_Logistic(1)_E1
weka.ThresholdSelector_Logistic(1)_MFMEASURE
weka.ThresholdSelector_Logistic(1)_S1
weka.ThresholdSelector_Logistic(1)_Wweka.classifiers.functions.Logistic

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.0187
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1361
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3783
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
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
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8182
Cross-validation details (10-fold Crossvalidation)
Recall
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8087
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
929.566
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)