Run
1842691

Run 1842691

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by a
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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)_P100
weka.Bagging_RandomForest(9)_S1
weka.Bagging_RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_I5
weka.Bagging_RandomForest(9)_Wweka.classifiers.trees.RandomForest
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_cost-matrix[0.0 1.0; 2.01 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
0.8564
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
4.9659
Cross-validation details (10-fold Crossvalidation)
F measure
0.8518
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-419.352
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2452
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
0.8651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8691
Cross-validation details (10-fold Crossvalidation)
Total cost
41604
Cross-validation details (10-fold Crossvalidation)