Run
532031

Run 532031

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.NaiveBayes(13)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5774.3507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1555
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
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8545
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8395
Cross-validation details (10-fold Crossvalidation)
Recall
0.8545
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7753
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8887
UserCPU time millis
140.4009
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
124.8008
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15.6001
Cross-validation details (10-fold Crossvalidation)