Run
1842945

Run 1842945

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


Flow

weka.CostSensitiveClassifier_Bagging_RandomTree(2)Weka implementation of CostSensitiveClassifier
weka.RandomTree(12)_K0
weka.RandomTree(12)_M1.0
weka.RandomTree(12)_V0.001
weka.RandomTree(12)_S1
weka.RandomTree(12)_output-debug-infotrue
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_Mtrue
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_S1
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_Wweka.classifiers.meta.Bagging
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_output-debug-infotrue
weka.Bagging_RandomTree(11)_P100
weka.Bagging_RandomTree(11)_S1
weka.Bagging_RandomTree(11)_num-slots1
weka.Bagging_RandomTree(11)_I10
weka.Bagging_RandomTree(11)_Wweka.classifiers.trees.RandomTree

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
0.6947
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2513
Cross-validation details (10-fold Crossvalidation)
F measure
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2176.3739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.167
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
0.8324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1017
Cross-validation details (10-fold Crossvalidation)
Total cost
2105
Cross-validation details (10-fold Crossvalidation)