Run
88928

Run 88928

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Daan Peters
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.CostSensitiveClassifier_RandomForest(1)Weka implementation of CostSensitiveClassifier
weka.RandomForest(2)_I150
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_depth9
weka.RandomForest(2)_num-slots8
weka.CostSensitiveClassifier_RandomForest(1)_Mtrue
weka.CostSensitiveClassifier_RandomForest(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_RandomForest(1)_S1
weka.CostSensitiveClassifier_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.CostSensitiveClassifier_RandomForest(1)_output-debug-infotrue

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.

22 Evaluation measures

Area under ROC curve
0.5867
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.4238
Cross-validation details (10-fold Crossvalidation)
F measure
0.3713
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0699
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-720978.8492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.6451
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_25, amd64, Windows 8.1, 6.3]
Precision
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.3549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.3081
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.1485
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.6664
Total cost
2965680
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19359.375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
13312.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6046.875
Cross-validation details (10-fold Crossvalidation)