Run
548543

Run 548543

Task 3637 (Supervised Classification) analcatdata_michiganacc Uploaded 05-04-2016 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.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M2

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
0.5953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2166
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.4153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.434
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.6164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6204
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.6204
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0365
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.4354