Run
280905

Run 280905

Task 4224 (Supervised Classification) tr21.wc Uploaded 08-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.ExtraTree(1)Pierre Geurts, Damien Ernst, Louis Wehenkel (2006). Extremely randomized trees. Machine Learning. 63(1):3-42.
weka.ExtraTree(1)_K-1
weka.ExtraTree(1)_N-1
weka.ExtraTree(1)_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
0.7166
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7243
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4408
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1374.2901
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0903
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1681
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3360
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7204
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7292
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.5466
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7292
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.537
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2883
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3005
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0423
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
833.3193
UserCPU time millis
820
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
820
Cross-validation details (10 times 10-fold Crossvalidation)