Run
1842331

Run 1842331

Task 125968 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by Wouter Verlaek
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(1)Weka implementation of FilteredClassifier
weka.RandomForest(11)_P100
weka.RandomForest(11)_I100
weka.RandomForest(11)_num-slots1
weka.RandomForest(11)_K0
weka.RandomForest(11)_M1.0
weka.RandomForest(11)_V0.001
weka.RandomForest(11)_S1
weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(1)_Fweka.filters.MultiFilter -F "weka.filters.supervised.instance.SMOTE -C 0 -K 5 -P 400.0 -S 1" -F "weka.filters.unsupervised.instance.Randomize -S 42"
weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(1)_Wweka.classifiers.meta.CostSensitiveClassifier
weka.CostSensitiveClassifier_RandomForest(4)_cost-matrix[0.0 1.0; 50.0 0.0]
weka.CostSensitiveClassifier_RandomForest(4)_S1
weka.CostSensitiveClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

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
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.7359
Cross-validation details (10-fold Crossvalidation)
F measure
0.3119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0665
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-16330.7955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5831
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
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.3168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.1186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7158
Cross-validation details (10-fold Crossvalidation)
Total cost
6165
Cross-validation details (10-fold Crossvalidation)