DEVELOPMENT... OpenML
Run
191323

Run 191323

Task 1798 (Supervised Classification) postoperative-patient-data Uploaded 26-02-2015 by Felicia West
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Flow

weka.LibLINEAR(1)Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin (2008). LIBLINEAR - A Library for Large Linear Classification. URL http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
weka.LibLINEAR(1)_S1
weka.LibLINEAR(1)_C1.0
weka.LibLINEAR(1)_E0.001
weka.LibLINEAR(1)_B1.0

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
0.4369
Per class
F measure
0.5421
Per class
Kappa
-0.1336
KB relative information score
-33.0756
Mean absolute error
0.2889
Mean prior absolute error
0.2871
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5215
Per class
Predictive accuracy
0.5667
Prior entropy
1.0305
Recall
0.5667
Per class
Relative absolute error
1.0064
Root mean prior squared error
0.3755
Root mean squared error
0.5375
Root relative squared error
1.4314
SciMark benchmark
916.9356
UserCPU time millis
10
UserCPU time millis training
10