Run
532965

Run 532965

Task 3844 (Supervised Classification) kdd_internet_usage Uploaded 05-03-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1

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
0.9382
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4297.6981
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2388
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3929
Cross-validation details (10-fold Crossvalidation)
Number of instances
10108
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8794
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8395
Cross-validation details (10-fold Crossvalidation)
Recall
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6078
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7028
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.5905
UserCPU time millis
2683.2172
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
483.6031
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2199.6141
Cross-validation details (10-fold Crossvalidation)