Run
66031

Run 66031

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Daan Peters
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.REPTree(5)Weka implementation of REPTree
weka.REPTree(5)_I0.0
weka.REPTree(5)_L15
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S5
weka.REPTree(5)_V0.001

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.

21 Evaluation measures

Area under ROC curve
0.6957
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.772
Cross-validation details (10-fold Crossvalidation)
Build CPU time
14.645
Cross-validation details (10-fold Crossvalidation)
Build memory
920072415.31
Cross-validation details (10-fold Crossvalidation)
F measure
0.7767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10243.0476
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.255
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_20, amd64, Windows 7, 6.1]
Precision
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8363
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8363
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9123
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9597
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1389.9857
Total cost
6300630
Cross-validation details (10-fold Crossvalidation)