Run
1843218

Run 1843218

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


Flow

weka.CostSensitiveClassifier_Bagging_RandomForest(2)Weka implementation of CostSensitiveClassifier
weka.RandomForest(9)_I300
weka.RandomForest(9)_K20
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots8
weka.RandomForest(9)_Btrue
weka.RandomForest(9)_num-decimal-places4
weka.Bagging_RandomForest(9)_P10
weka.Bagging_RandomForest(9)_S1
weka.Bagging_RandomForest(9)_num-slots8
weka.Bagging_RandomForest(9)_I50
weka.Bagging_RandomForest(9)_Wweka.classifiers.trees.RandomForest
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_cost-matrix[0.0 1.0; 5.0 0.0]
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_S1
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_Wweka.classifiers.meta.Bagging
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_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
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2328
Cross-validation details (10-fold Crossvalidation)
F measure
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5844.2875
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3474
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
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8216
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3794
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0228
Cross-validation details (10-fold Crossvalidation)
Total cost
1950
Cross-validation details (10-fold Crossvalidation)