Run
154660

Run 154660

Task 3843 (Supervised Classification) optdigits Uploaded 10-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.ThresholdSelector_Logistic(1)Weka implementation of ThresholdSelector
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8
weka.ThresholdSelector_Logistic(1)_C5
weka.ThresholdSelector_Logistic(1)_X3
weka.ThresholdSelector_Logistic(1)_R0
weka.ThresholdSelector_Logistic(1)_E1
weka.ThresholdSelector_Logistic(1)_MFMEASURE
weka.ThresholdSelector_Logistic(1)_S1
weka.ThresholdSelector_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.9967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4996.8773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0174
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3347
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
931.2336
UserCPU time millis
1280
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1270
Cross-validation details (10-fold Crossvalidation)