Run
1842834

Run 1842834

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Irina Bianca Serban
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.CostSensitiveClassifier_RandomForest(3)Weka implementation of CostSensitiveClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.CostSensitiveClassifier_RandomForest(3)_Mtrue
weka.CostSensitiveClassifier_RandomForest(3)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_RandomForest(3)_S1
weka.CostSensitiveClassifier_RandomForest(3)_Wweka.classifiers.trees.RandomForest
weka.CostSensitiveClassifier_RandomForest(3)_num-decimal-places5

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
0.7142
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2252
Cross-validation details (10-fold Crossvalidation)
F measure
0.8529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4517
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3062.6062
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1431
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
0.8499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8569
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8569
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.52
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0199
Cross-validation details (10-fold Crossvalidation)
Total cost
1887
Cross-validation details (10-fold Crossvalidation)