Run
1842629

Run 1842629

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Jeroen Donners
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Flow

weka.AutoWEKAClassifier(1)Weka implementation of AutoWEKAClassifier
weka.AutoWEKAClassifier(1)_seed123
weka.AutoWEKAClassifier(1)_timeLimit2
weka.AutoWEKAClassifier(1)_memLimit4096
weka.AutoWEKAClassifier(1)_nBestConfigs1
weka.AutoWEKAClassifier(1)_metricareaUnderROC
weka.AutoWEKAClassifier(1)_parallelRuns4
weka.AutoWEKAClassifier(1)_num-decimal-places6

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.

17 Evaluation measures

Area under ROC curve
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3102
Cross-validation details (10-fold Crossvalidation)
KB relative information score
843.0382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8393
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8393
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3432
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9254
Cross-validation details (10-fold Crossvalidation)