Run
1840870

Run 1840870

Task 125968 (Supervised Classification) SpeedDating Uploaded 24-11-2016 by M. van Nijnatten
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Flow

weka.Bagging_RandomForest(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.RandomForest(9)_I125
weka.RandomForest(9)_K9
weka.RandomForest(9)_S1
weka.RandomForest(9)_depth7
weka.RandomForest(9)_num-slots5
weka.RandomForest(9)_Btrue
weka.RandomForest(9)_num-decimal-places6
weka.Bagging_RandomForest(9)_P100
weka.Bagging_RandomForest(9)_Otrue
weka.Bagging_RandomForest(9)_S1
weka.Bagging_RandomForest(9)_num-slots5
weka.Bagging_RandomForest(9)_I10
weka.Bagging_RandomForest(9)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(9)_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
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.2806
Cross-validation details (10-fold Crossvalidation)
F measure
0.799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
899.6608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2237
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
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8489
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8632
Cross-validation details (10-fold Crossvalidation)
Total cost
60997
Cross-validation details (10-fold Crossvalidation)