Run
1842815

Run 1842815

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Adriaan Knapen
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Flow

weka.CostSensitiveClassifier_Bagging_RandomForest(3)Weka implementation of CostSensitiveClassifier
weka.RandomForest(11)_P100
weka.RandomForest(11)_I100
weka.RandomForest(11)_num-slots10
weka.RandomForest(11)_K5
weka.RandomForest(11)_M1.0
weka.RandomForest(11)_V0.005
weka.RandomForest(11)_S1
weka.RandomForest(11)_depth10
weka.CostSensitiveClassifier_Bagging_RandomForest(3)_Mtrue
weka.CostSensitiveClassifier_Bagging_RandomForest(3)_cost-matrix[0.0 1.0; 19.0 0.0]
weka.CostSensitiveClassifier_Bagging_RandomForest(3)_S1
weka.CostSensitiveClassifier_Bagging_RandomForest(3)_Wweka.classifiers.meta.Bagging
weka.CostSensitiveClassifier_Bagging_RandomForest(3)_num-decimal-places6
weka.Bagging_RandomForest(11)_P100
weka.Bagging_RandomForest(11)_represent-copies-using-weightstrue
weka.Bagging_RandomForest(11)_S1
weka.Bagging_RandomForest(11)_num-slots10
weka.Bagging_RandomForest(11)_I10
weka.Bagging_RandomForest(11)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(11)_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
0.5943
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.7313
Cross-validation details (10-fold Crossvalidation)
F measure
0.3272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0716
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-16602.8886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.6728
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
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3272
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.3272
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.4447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.2114
Cross-validation details (10-fold Crossvalidation)
Total cost
6127
Cross-validation details (10-fold Crossvalidation)