Run
1842280

Run 1842280

Task 125966 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by Aleksandr Popov
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Flow

weka.REPTree(15)Weka implementation of REPTree
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N10
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0
weka.REPTree(15)_num-decimal-places4

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
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.324
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2274
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
0.7943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3663
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9876
Cross-validation details (10-fold Crossvalidation)