Run
1842279

Run 1842279

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

weka.RandomTree(11)Weka implementation of RandomTree
weka.RandomTree(11)_K100
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.RandomTree(11)_N10
weka.RandomTree(11)_Btrue
weka.RandomTree(11)_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
0.6327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-300.8021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2288
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
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8078
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8078
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4155
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1202
Cross-validation details (10-fold Crossvalidation)