Run
1840228

Run 1840228

Task 125969 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by J B
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Flow

weka.RandomTree(10)Weka implementation of RandomTree
weka.RandomTree(10)_K0
weka.RandomTree(10)_M1.0
weka.RandomTree(10)_V0.001
weka.RandomTree(10)_S1

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
0.6379
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3154
Cross-validation details (10-fold Crossvalidation)
F measure
0.7907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
331.4015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2143
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
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7945
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.182
Cross-validation details (10-fold Crossvalidation)
Total cost
2642
Cross-validation details (10-fold Crossvalidation)