Run
217963

Run 217963

Task 1768 (Supervised Classification) labor Uploaded 01-03-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.ADTree(4)Freund, Y., Mason, L.: The alternating decision tree learning algorithm. In: Proceeding of the Sixteenth International Conference on Machine Learning, Bled, Slovenia, 124-133, 1999.
weka.ADTree(4)_B10
weka.ADTree(4)_E-3
weka.ADTree(4)_S1

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
0.8771
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.819
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5989
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
136.5126
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2467
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
285
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8186
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8211
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8211
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5398
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.3548
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7433
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1368.9272