Run
1841679

Run 1841679

Task 125969 (Supervised Classification) SpeedDating Uploaded 30-11-2016 by Gijs Walravens
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_RandomTree(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.RandomTree(11)_K5
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.RandomTree(11)_N2
weka.RandomTree(11)_Btrue
weka.RandomTree(11)_num-decimal-places3
weka.Bagging_RandomTree(9)_P100
weka.Bagging_RandomTree(9)_S3
weka.Bagging_RandomTree(9)_num-slots1
weka.Bagging_RandomTree(9)_I30
weka.Bagging_RandomTree(9)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(9)_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
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3058
Cross-validation details (10-fold Crossvalidation)
F measure
0.7892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
751.6029
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2275
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
0.833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.882
Cross-validation details (10-fold Crossvalidation)
Total cost
2562
Cross-validation details (10-fold Crossvalidation)