Run
1839856

Run 1839856

Task 125968 (Supervised Classification) SpeedDating Uploaded 21-11-2016 by M. van Nijnatten
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.J48(36)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(36)_M50
weka.J48(36)_Rtrue
weka.J48(36)_N100
weka.J48(36)_Btrue
weka.J48(36)_Strue
weka.J48(36)_Atrue
weka.J48(36)_Jtrue
weka.J48(36)_Q1
weka.J48(36)_num-decimal-places8
weka.J48(36)_batch-size5000

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
0.7876
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
5.8822
Cross-validation details (10-fold Crossvalidation)
F measure
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
720.1808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2212
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
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3352
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9036
Cross-validation details (10-fold Crossvalidation)
Total cost
49281
Cross-validation details (10-fold Crossvalidation)